Xiaofeng Yang

Work

Emory University

US

→

Publications

A Preliminary Study on Deep Learning-Based Plan Quality Prediction in Gamma Knife Radiosurgery for Brain Metastases

Cancers

journal-article

A Preliminary Study on Deep Learning-Based Plan Quality Prediction in Gamma Knife Radiosurgery for Brain Metastases

Cancers

journal-article

Asymmetry in neurovascular bundle blood flow in prostate cancer patients: A pre‐treatment doppler ultrasound study

Journal of Applied Clinical Medical Physics

journal-article

Current progress of digital twin construction using medical imaging

Journal of Applied Clinical Medical Physics

journal-article

The effect of interfractional variation on delivered dose with ultrahypofractionated pencil beam scanning proton therapy for localized prostate cancer

Journal of Applied Clinical Medical Physics

journal-article

Recent advances in applying machine learning to proton radiotherapy

Biomedical Physics & Engineering Express

journal-article

Optimization-based image reconstruction regularized with inter-spectral structural similarity for limited-angle dual-energy cone-beam CT

Physics in Medicine & Biology

journal-article

CBCT Reconstruction Using Single X-Ray Projection With Cycle-Domain Geometry-Integrated Denoising Diffusion Probabilistic Models

IEEE Transactions on Medical Imaging

journal-article

MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting

Physics in Medicine & Biology

journal-article

Real-time volumetric CBCT reconstruction using surface and X-ray imaging for image-guided radiotherapy

Medical Image Analysis

journal-article

Deep learning-based applicator selection between Syed and T&O in high-dose-rate brachytherapy for locally advanced cervical cancer: a retrospective study

Physics in Medicine & Biology

journal-article

A review of artificial intelligence in brachytherapy

Journal of Applied Clinical Medical Physics

journal-article

A review of artificial intelligence in brachytherapy.

Journal of applied clinical medical physics

journal-article

Photon-counting CT in cancer radiotherapy: technological advances and clinical benefits

Physics in Medicine & Biology

journal-article

Improving Lung SBRT Dose Conformity Using a Simple Noncoplanar VMAT Technique.

Practical radiation oncology

journal-article

Self-supervised adversarial diffusion models for fast MRI reconstruction.

Medical physics

journal-article

Exploration of an adaptive proton therapy strategy using CBCT with the concept of digital twins.

Physics in medicine and biology

journal-article

Automatic medical imaging segmentation via self-supervising large-scale convolutional neural networks.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

journal-article

AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-Guided Self-masking

book-chapter

Generalizable 7T T1-map Synthesis from 1.5T and 3T T1 MRI with an Efficient Transformer Model

ArXiv

journal-article

Foundation-model–based multimodal transformer framework for survival analysis in HER2-stratified breast cancer

Physics in Medicine & Biology

journal-article

CT-based synthetic iodine map generation using conditional denoising diffusion probabilistic model.

Medical physics

journal-article

Image-domain material decomposition for dual-energy CT using unsupervised learning with data-fidelity loss.

Medical physics

journal-article

Cardiac MRI segmentation using shifted-window multilayer perceptron mixer networks

Physics in Medicine & Biology

journal-article

Cardiac MRI segmentation using shifted-window multilayer perceptron mixer networks.

Physics in medicine and biology

journal-article

Unsupervised MRI motion artifact disentanglement: introducing MAUDGAN

Physics in Medicine & Biology

journal-article

Unsupervised MRI motion artifact disentanglement: introducing MAUDGAN.

Physics in medicine and biology

journal-article

Diffeomorphic transformer-based abdomen MRI-CT deformable image registration.

Medical physics

journal-article

Advancing medical imaging with language models: featuring a spotlight on ChatGPT

Physics in Medicine & Biology

journal-article

Advancing medical imaging with language models: featuring a spotlight on ChatGPT.

Physics in medicine and biology

journal-article

MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study.

Scientific reports

journal-article

High-resolution 3T to 7T ADC map synthesis with a hybrid CNN-transformer model.

Medical physics

journal-article

Full-dose whole-body PET synthesis from low-dose PET using high-efficiency denoising diffusion probabilistic model: PET consistency model.

Medical physics

journal-article

Take CT, get PET free: AI-powered breakthrough in lung cancer diagnosis and prognosis.

Cell reports. Medicine

journal-article

Total scalp irradiation: A study comparing multiple types of bolus and VMAT optimization techniques

Journal of Applied Clinical Medical Physics

journal-article

Intraoperative radiation therapy with 50 kV x‐rays: A multi‐institutional review

Journal of Applied Clinical Medical Physics

journal-article

Intraoperative radiation therapy with 50 kV x-rays: A multi-institutional review.

Journal of applied clinical medical physics

journal-article

A retrospective study on the investigation of potential dosimetric benefits of online adaptive proton therapy for head and neck cancer.

Journal of applied clinical medical physics

journal-article

MRI-based prostate cancer classification using 3D efficient capsule network.

Medical physics

journal-article

High-resolution MRI synthesis using a data-driven framework with denoising diffusion probabilistic modeling.

Physics in medicine and biology

journal-article

Deep learning-based synthetic dose-weighted LET map generation for intensity modulated proton therapy

Physics in Medicine & Biology

journal-article

Deep learning-based synthetic dose-weighted LET map generation for intensity modulated proton therapy.

Physics in medicine and biology

journal-article

MGMT promoter methylation prediction based on multiparametric MRI via vision graph neural network.

Journal of medical imaging (Bellingham, Wash.)

journal-article

Robust explanation supervision for false positive reduction in pulmonary nodule detection.

Medical physics

journal-article

T1-contrast enhanced MRI generation from multi-parametric MRI for glioma patients with latent tumor conditioning.

Medical physics

journal-article

Unsupervised Bayesian generation of synthetic CT from CBCT using patient-specific score-based prior.

Medical physics

journal-article

Data-Driven Volumetric Computed Tomography Image Generation From Surface Structures Using a Patient-Specific Deep Leaning Model.

International journal of radiation oncology, biology, physics

journal-article

Feasibility study of modularized pin ridge filter implementation in proton FLASH planning for liver stereotactic ablative body radiotherapy.

Physics in medicine and biology

journal-article

Cross-shaped windows transformer with self-supervised pretraining for clinically significant prostate cancer detection in bi-parametric MRI.

Medical physics

journal-article

Machine learning in image-based outcome prediction after radiotherapy: A review.

Journal of applied clinical medical physics

journal-article

Deep learning based apparent diffusion coefficient map generation from multi-parametric MR images for patients with diffuse gliomas.

Medical physics

journal-article

Artificial intelligence‐based motion tracking in cancer radiotherapy: A review

Journal of Applied Clinical Medical Physics

journal-article

Streamlined pin-ridge-filter design for single-energy proton FLASH planning.

Medical physics

journal-article

Deep Learning-Based Fast Volumetric Image Generation for Image-Guided Proton Radiotherapy

IEEE Transactions on Radiation and Plasma Medical Sciences

journal-article

Exploring dual energy CT synthesis in CBCT-based adaptive radiotherapy and proton therapy: application of denoising diffusion probabilistic models.

Physics in medicine and biology

journal-article

Using a patient-specific diffusion model to generate CBCT-based synthetic CTs for CBCT-guided adaptive radiotherapy.

Medical physics

journal-article

Recent advances in the clinical applications of machine learning in proton therapy

preprint

Temporally Corrected Dose Accumulation – Next Steps in the Biology of Reirradiation

preprint

Prediction of early recurrence of adult-type diffuse gliomas following radiotherapy using multi-modal magnetic resonance images.

Medical physics

journal-article

Radiomic Analysis of Treatment Effect for Patients with Radiation Necrosis Treated with Pentoxifylline and Vitamin E

Tomography

journal-article

Radiomic Analysis of Treatment Effect for Patients with Radiation Necrosis Treated with Pentoxifylline and Vitamin E

Tomography

journal-article

CT-based synthetic contrast-enhanced dual-energy CT generation using conditional denoising diffusion probabilistic model

Physics in Medicine & Biology

journal-article

CT-based synthetic contrast-enhanced dual-energy CT generation using conditional denoising diffusion probabilistic model.

Physics in medicine and biology

journal-article

CBCT-based synthetic CT image generation using a diffusion model for CBCT-guided lung radiotherapy.

Medical physics

journal-article

Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy

Advances in Radiation Oncology

journal-article

Lesion segmentation on 18F-fluciclovine PET/CT images using deep learning.

Frontiers in oncology

journal-article

Hippocampus substructure segmentation using morphological vision transformer learning

Physics in Medicine & Biology

journal-article

Hippocampus substructure segmentation using morphological vision transformer learning.

Physics in medicine and biology

journal-article

MRI motion artifact reduction using a conditional diffusion probabilistic model (MAR-CDPM).

Medical physics

journal-article

Synthetic CT generation from MRI using 3D transformer-based denoising diffusion model.

Medical physics

journal-article

Single energy CT-based mass density and relative stopping power estimation for proton therapy using deep learning method.

Frontiers in oncology

journal-article

NRG Oncology Assessment of Artificial Intelligence Deep Learning-Based Auto-segmentation for Radiation Therapy: Current Developments, Clinical Considerations, and Future Directions.

International journal of radiation oncology, biology, physics

journal-article

Denoising magnetic resonance spectroscopy (MRS) data using stacked autoencoder for improving signal-to-noise ratio and speed of MRS.

Medical physics

journal-article

Deep learning in MRI-guided radiation therapy: A systematic review.

Journal of applied clinical medical physics

journal-article

Segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black blood magnetic resonance imaging with multi-task learning.

Medical physics

journal-article

ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation

conference-paper

Measurement of the time structure of FLASH beams using prompt gamma rays and secondary neutrons as surrogates

Physics in Medicine & Biology

journal-article

Measurement of the time structure of FLASH beams using prompt gamma rays and secondary neutrons as surrogates

Physics in Medicine and Biology

journal-article

An optimized framework for cone-beam computed tomography-based online evaluation for proton therapy.

Medical physics

journal-article

A novel direction modulated brachytherapy technique for urethra sparing in high-dose-rate brachytherapy of prostate cancer.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

journal-article

Deep learning-based protoacoustic signal denoising for proton range verification

Biomedical Physics & Engineering Express

journal-article

Deep learning-based protoacoustic signal denoising for proton range verification

Biomedical Physics & Engineering Express

journal-article

Inter-fraction deformable image registration using unsupervised deep learning for CBCT-guided abdominal radiotherapy

Physics in Medicine & Biology

journal-article

Inter-fraction deformable image registration using unsupervised deep learning for CBCT-guided abdominal radiotherapy

Physics in Medicine and Biology

journal-article

Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory

Measurement Science and Technology

journal-article

Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory

Measurement Science and Technology

journal-article

Autonomous Respiratory Motion Compensated Robot for CT-Guided Abdominal Radiofrequency Ablations

IEEE Transactions on Medical Robotics and Bionics

journal-article

Reinforcement learning in medical image analysis: Concepts, applications, challenges, and future directions

Journal of Applied Clinical Medical Physics

journal-article

Reinforcement learning in medical image analysis: Concepts, applications, challenges, and future directions

Journal of Applied Clinical Medical Physics

journal-article

2D medical image synthesis using transformer-based denoising diffusion probabilistic model

Physics in Medicine and Biology

journal-article

A component method to delineate surgical spine implants for proton Monte Carlo dose calculation

Journal of Applied Clinical Medical Physics

journal-article

Abdomen CT multi-organ segmentation using token-based MLP-Mixer

Medical Physics

journal-article

Automated lung tumor delineation on positron emission tomography/computed tomography via a hybrid regional network

Medical Physics

journal-article

Automatic segmentation of neurovascular bundle on mri using deep learning based topological modulated network

Medical Physics

journal-article

CBCT-Based Synthetic CT Image Generation Using Conditional Denoising Diffusion Probabilistic Model

ArXiv

journal-article

CBCT-Based synthetic CT image generation using conditional denoising diffusion probabilistic model.

Medical physics

journal-article

Curvature-based force estimation for an elastic tube

Robotica

journal-article

Deep Learning in MRI-guided Radiation Therapy: A Systematic Review

ArXiv

journal-article

Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation

ArXiv

journal-article

Deep learning-based fast volumetric imaging using kV and MV projection images for lung cancer radiotherapy: A feasibility study

Medical Physics

journal-article

Denoising Magnetic Resonance Spectroscopy (MRS) Data Using Stacked Autoencoder for Improving Signal-to-Noise Ratio and Speed of MRS

ArXiv

journal-article

Evaluating Pareto optimal tradeoffs for hippocampal avoidance whole brain radiotherapy with knowledge-based multicriteria optimization

Medical Dosimetry

journal-article

Evaluating Pareto optimal tradeoffs for hippocampal avoidance whole brain radiotherapy with knowledge-based multicriteria optimization.

Medical dosimetry : official journal of the American Association of Medical Dosimetrists

journal-article

Feasibility study of hybrid inverse planning with transmission beams and single-energy spread-out Bragg peaks for proton FLASH radiotherapy

Medical Physics

journal-article

Machine learning-based adaptive radiotherapy treatments: From bench top to bedside

Frontiers in Oncology

journal-article

Ultrasound Breast Tumor Detection based on Vision Graph Neural Network

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Ultrasound-based Dominant Intraprostatic Lesion Classification with Swin Transformer

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Multimodal imaging-based material mass density estimation for proton therapy using supervised deep learning.

The British journal of radiology

journal-article

The viscoelastic characteristics of in-vitro carotid plaque by Kelvin-Voigt fractional derivative modeling

Journal of Biomechanics

journal-article

Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy

Physics in Medicine & Biology

journal-article

Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy

Physics in Medicine and Biology

journal-article

A potential revolution in cancer treatment: A topical review of FLASH radiotherapy

Journal of Applied Clinical Medical Physics

journal-article

A potential revolution in cancer treatment: A topical review of FLASH radiotherapy

Journal of Applied Clinical Medical Physics

journal-article

Cascaded mutual enhancing networks for brain tumor subregion segmentation in multiparametric MRI

Physics in Medicine & Biology

journal-article

Cascaded mutual enhancing networks for brain tumor subregion segmentation in multiparametric MRI

Physics in Medicine and Biology

journal-article

Multi-organ auto-delineation in head-and-neck MRI for radiation therapy using regional convolutional neural network

Physics in Medicine & Biology

journal-article

Multi-organ auto-delineation in head-and-neck MRI for radiation therapy using regional convolutional neural network

Physics in Medicine and Biology

journal-article

A Deep Learning Approach to Transform Two Orthogonal X-Ray Images to Volumetric Images for Image-guided Proton Therapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

An Integrated Biological Optimization framework for proton SBRT FLASH treatment planning allows dose, dose rate, and LET optimization using patient-specific ridge filters

ArXiv

journal-article

An unsupervised patient-specific metal artifact reduction framework for proton therapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Artificial Intelligence in Quantitative Ultrasound Imaging A Survey

Journal of Ultrasound in Medicine

journal-article

Artificial Intelligence in Radiation Therapy

IEEE Transactions on Radiation and Plasma Medical Sciences

journal-article

Automated CT Segmentation for Rapid Assessment of Anatomical Variations in Head-and-Neck Radiation Therapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Automatic Breast Ultrasound Tumor Segmentation via One-stage Hierarchical Target Activation Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Automatic inverse treatment planning of Gamma Knife radiosurgery via deep reinforcement learning

Medical Physics

journal-article

Brain Multi-parametric MRI Tumor Subregion Segmentation via Hierarchical Substructural Activation Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

CBCT Lung Multi-OAR Segmentation via Hierarchical Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

CT Guided Material Decomposition of Spectral CBCT

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

CT-based Volumetric Strain Imaging Via a Deep Learning Registration Framework

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep Learning based Volume-to-Slice MRI Registration via Intentional Overfitting

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep Learning-based Longitudinal CT Registration for Anatomy Variation Assessment during Radiotherapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep learning-based Contrast-Enhanced MRI using Cascade Networks with Local Supervision

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep-learning-based Extraprostatic Nodal Lesion Segmentation on 18F-fluciclovine PET

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep-learning-based Markerless Tumor Localization using 2D KV/MV Image

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep-learning-based Modulated Radiotherapy Dose Plan Prediction with Integration of Non-modulated Dose-Distribution

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deformable CT image registration via a dual feasible neural network

Medical Physics

journal-article

Deformable Histopathology-MRI Image Registration using Deep Learning

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Determining the applicability of a clinical knowledge-based learning model via prospective outlier detection

Medical Physics

journal-article

Dosimetric Uncertainties in Dominant Intraprostatic Lesion Simultaneous Boost Using Intensity Modulated Proton Therapy

Advances in Radiation Oncology

journal-article

Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning

Physics in Medicine and Biology

journal-article

Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy

ArXiv

journal-article

Using orthogonal 2D kV images for target localization via central matching networks

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Echocardiographic Image Segmentation Using Mutual Boosting Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Enhanced cardiac substructure sparing through knowledge-based treatment planning for non-small cell lung cancer radiotherapy

Frontiers in Oncology

journal-article

Fast 3D Imaging via Deep learning for Deep Inspiration Breath-hold Lung Radiotherapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

High-Resolution MR Imaging using Self-supervised Parallel Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Iterative Material Decomposition with Gradient L0-norm Minimization for Dual-energy CT

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep learning-based Fast Volumetric Image Generation for Image-guided Proton FLASH Radiotherapy

ArXiv

journal-article

Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory

ArXiv

journal-article

Liver Motion Tracking in Ultrasound images Using Attention Guided Mask R-CNN with Long-Short-Term-Memory Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Longitudinal Changes in U.S. Parameters of Neurovascular Bundles Suggest Mechanism for Radiation-Induced Erectile Dysfunction

Advances in Radiation Oncology

journal-article

Longitudinal Deformable MRI Registration via Dual-Feasible Deep Learning-based Framework

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

MRI-based prostate and dominant lesion segmentation using cascaded scoring convolutional neural network

Medical Physics

journal-article

Machine learning for tracking planned versus delivered dose in pancreas SBRT

Journal of Clinical Oncology

journal-article

Magnetic resonance imaging contrast enhancement synthesis using cascade networks with local supervision

Medical Physics

journal-article

Male Pelvic Multi-organ Segmentation Using V-transformer Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Male pelvic multi-organ segmentation using token-based transformer Vnet

Physics in Medicine and Biology

journal-article

Multimodal Imaging-based Material Mass Density Estimation for Proton Therapy Using Physics-Constrained Deep Learning

ArXiv

journal-article

Ultrasound-Based Grading System for Radiation-Induced Acute Breast Toxicity

Journal of Ultrasound in Medicine

journal-article

Using Neural Network to Enhance Dual-Energy Computed Tomography Parametric Mapping for Proton Therapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Mutual enhancing learning-based automatic segmentation of CT cardiac substructure

Physics in Medicine and Biology

journal-article

Neurovascular Bundles Segmentation on MRI via Hierarchical Object Activation Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Onboard cone-beam CT-based replan evaluation for head and neck proton therapy

Journal of Applied Clinical Medical Physics

journal-article

Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic

Journal of Imaging

journal-article

Synthesizing high-resolution magnetic resonance imaging using parallel cycle-consistent generative adversarial networks for fast magnetic resonance imaging

Medical Physics

journal-article

Abdominal CT-CBCT Deformable Image Registration using Deep Neural Network with Directional Local Structural Similarity

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep learning-based thoracic CBCT correction with histogram matching

Biomedical Physics & Engineering Express

journal-article

Echocardiographic image multi-structure segmentation using Cardiac-SegNet

Medical Physics

journal-article

Deep learning-based thoracic CBCT correction with histogram matching

Biomedical Physics & Engineering Express

journal-article

On the Conditioning of Spectral Channelization (Energy Binning) and Its Impact on Multi-Material Decomposition Based Spectral Imaging in Photon-Counting CT

IEEE Transactions on Biomedical Engineering

journal-article

On the Conditioning of Spectral Channelization (Energy Binning) and Its Impact on Multi-Material Decomposition Based Spectral Imaging in Photon-Counting CT

IEEE Transactions on Biomedical Engineering

journal-article

Knowledge‐based radiation treatment planning: A data‐driven method survey

Journal of Applied Clinical Medical Physics

journal-article

Knowledge-based radiation treatment planning: A data-driven method survey

Journal of Applied Clinical Medical Physics

journal-article

High through-plane resolution CT imaging with self-supervised deep learning

Physics in Medicine & Biology

journal-article

High through-plane resolution CT imaging with self-supervised deep learning

Physics in Medicine and Biology

journal-article

Artificial intelligence in tumor subregion analysis based on medical imaging: A review

Journal of Applied Clinical Medical Physics

journal-article

Artificial intelligence in tumor subregion analysis based on medical imaging: A review

Journal of Applied Clinical Medical Physics

journal-article

Learning-based dose prediction for pancreatic stereotactic body radiation therapy using dual pyramid adversarial network

Physics in Medicine & Biology

journal-article

Learning-based dose prediction for pancreatic stereotactic body radiation therapy using dual pyramid adversarial network

Physics in Medicine and Biology

journal-article

Head and neck multi-organ segmentation on dual-energy CT using dual pyramid convolutional neural networks

Physics in Medicine & Biology

journal-article

Head and neck multi-organ segmentation on dual-energy CT using dual pyramid convolutional neural networks

Physics in Medicine and Biology

journal-article

Male pelvic CT multi-organ segmentation using synthetic MRI-aided dual pyramid networks

Physics in Medicine & Biology

journal-article

Male pelvic CT multi-organ segmentation using synthetic MRI-aided dual pyramid networks

Physics in Medicine and Biology

journal-article

Thyroid gland delineation in noncontrast-enhanced CTs using deep convolutional neural networks

Physics in Medicine & Biology

journal-article

Thyroid gland delineation in noncontrast-enhanced CTs using deep convolutional neural networks

Physics in Medicine and Biology

journal-article

Principal Component Analysis in Projection and Image Domains—Another Form of Spectral Imaging in Photon-Counting CT

IEEE Transactions on Biomedical Engineering

journal-article

Principal Component Analysis in Projection and Image Domains-Another Form of Spectral Imaging in Photon-Counting CT

IEEE Transactions on Biomedical Engineering

journal-article

A novel proton counting detector and method for the validation of tissue and implant material maps for Monte Carlo dose calculation

Physics in Medicine & Biology

journal-article

A novel proton counting detector and method for the validation of tissue and implant material maps for Monte Carlo dose calculation

Physics in Medicine and Biology

journal-article

Head-and-neck organs-at-risk auto-delineation using dual pyramid networks for CBCT-guided adaptive radiotherapy

Physics in Medicine & Biology

journal-article

Head-and-neck organs-at-risk auto-delineation using dual pyramid networks for CBCT-guided adaptive radiotherapy

Physics in Medicine and Biology

journal-article

4D Cone-beam CT Deformable Registration using Unsupervised Spatial Transformation Network

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

A Learning based Nonrigid MRI-CBCT Image Registration Method for MRI-guided Prostate Cancer Radiotherapy

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

A review of deep learning based methods for medical image multi-organ segmentation

Physica Medica

journal-article

AI in Image Guided Radiation Therapy

Medical Physics

journal-article

Accurate characterization of metal implants and human materials using novel proton counting detector for Monte Carlo dose calculation in proton therapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

An Unsupervised Deep Learning Approach For 4DCT Lung Deformable Image Registration

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review

ArXiv

journal-article

Assessing the Condition of Spectral Channelization (Energy Binning) in Photon-counting CT: A Singular Value Decomposition Based Approach

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Attenuation Correction without Structural Images for PET Imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automated delineation of head and neck organs at risk using synthetic MRI-aided mask scoring regional convolutional neural network

Medical Physics

journal-article

Automatic Epicardial Fat Segmentation in Cardiac CT Imaging Using 3D Deep Attention U-Net

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Automatic Inverse Treatment Planning for Gamma Knife Radiosurgery via Deep Reinforcement Learning

ArXiv

journal-article

Automatic Tumor Segmentation in 3D Automated Breast Ultrasound using Convolutional Neural Network

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automatic delineation of cardiac substructures using a region-based fully convolutional network

Medical Physics

journal-article

Automatic quantification of myocardium and pericardial fat from coronary computed tomography angiography: a multicenter study

European Radiology

journal-article

Biomechanically constrained non-rigid MR-TRUS prostate registration using deep learning based 3D point cloud matching

Medical Image Analysis

journal-article

Brain Tumor Detection and Segmentation using 3D Mask R-CNN for Dynamic Susceptibility Contrast Enhanced Perfusion Imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Breast tumor segmentation in 3D automatic breast ultrasound using Mask scoring R-CNN

Medical Physics

journal-article

CT MRI Pelvic Deformable Registration via Deep Learning

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Catheter position prediction using deep-learning-based multi-atlas registration for high-dose rate prostate brachytherapy

Medical Physics

journal-article

Chest CBCT-based Synthetic CT using Cycle-consistent Adversarial Network with Histogram Matching

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Cone-beam Computed Tomography (CBCT) and CT Image Registration Aided by CBCT-based Synthetic CT

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Contrast-enhanced MRI Synthesis from Non-contrast MRI using Attention CycleGAN

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Daily Cone-Beam CT Multi-Organ Segmentation for Prostate Adaptive Radiotherapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep Attention Mask Regional Convolutional Neural Network for Head-and-Neck MRI Multi-Organ Auto-Delineation

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep Learning-based 3D Image Generation Using a Single 2D Projection Image

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep Learning-based Deformable Image Registration of Inter-fraction CBCT Images for Adaptive Radiation Therapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep Learning-based Deformable MRI-CBCT Registration of Male Pelvic Region

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep Learning-based Denoising for Magnetic Resonance Spectroscopy Signals

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Deep Learning-based Multi-catheter Reconstruction for MRI-guided HDR Prostate Brachytherapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep Learning-based Self-high-resolution for 3D Ultrasound Imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Deep Learning-based Volumetric Image Generation from Projection Imaging for Prostate Radiotherapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep learning-based motion tracking using ultrasound images

Medical Physics

journal-article

Deformable MR-CBCT prostate registration using biomechanically constrained deep learning networks

Medical Physics

journal-article

Deformable MRI-CT Liver Image Registration Using Convolutional Neural Network with Modality Independent Neighborhood Descriptors

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deformable MRI-US Image Registration using Biomechanically Constrained

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Estimating standard-dose PET from low-dose PET with deep learning

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Fully Automated Segmentation of Brain Tumor from Multiparametric MRI Using 3D Context U-Net with Deep Supervision

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Fully automated segmentation of brain tumor from multiparametric MRI using 3D context deep supervised U-Net

Medical Physics

journal-article

Generation of Contrast-Enhanced CT with Residual Cycle-Consistent Generative Adversarial Network (Res-CycleGAN)

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

High-frequency ultrasound in clinical dermatology: a review

Critical Ultrasound Journal

journal-article

Implementation of a Knowledge-Based Treatment Planning Model for Cardiac-Sparing Lung Radiation Therapy

Advances in Radiation Oncology

journal-article

Intensity Non-uniformity Correction in MR Imaging using Deep Learning

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Learning-Based Stopping Power Mapping on Dual-Energy CT for Proton Radiation Therapy

International Journal of Particle Therapy

journal-article

Left Ventricular Myocardium Segmentation in Coronary Computed Tomography Angiography using 3D Deep Attention U-Net

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Liver Synthetic CT Generation Based on Dense-CycleGAN for MRI-Only Treatment Planning

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Lung Tumor Segmentation of PET/CT Using Dual Pyramid Mask R-CNN

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Lung tumor segmentation in 4D CT images using motion convolutional neural networks

Medical Physics

journal-article

MRI classification using semantic random forest with auto-context model

Quantitative Imaging in Medicine and Surgery

journal-article

MRI-aided Attenuation Correction for PET Imaging with Deep Learning

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

MRI-based Prostate and Dominant Lesion Segmentation using Deep Neural Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Male pelvic multi-organ segmentation on transrectal ultrasound using anchor-free mask CNN

Medical Physics

journal-article

Mask R-CNN-based Tumor Localization and Segmentation in 4D Lung CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Motion Tracking in 3D Ultrasound Imaging Based on Markov-like Deep-Learning-based Deformable Registration

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Multi-Needle Digitization in Ultrasound Image using Max-Margin Mask R-CNN

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Multi-Organ Segmentation in Head and Neck MRI Using U-Faster-RCNN

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Multi-Organ Segmentation on Head and Neck Dual-energy CT using Deep Neural Networks

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Multi-modality MRI Arbitrary Transformation using Unified Generative Adversarial Networks

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Multi-organ Segmentation in Pelvic CT Images with CT-based Synthetic MRI

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Multi-organ Segmentation of Male Pelvic CT using Dual Attention Networks

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Multiparametric MRI-guided High-dose-rate Prostate Brachytherapy with Focal Dose Boost to Dominant Intraprostatic Lesions

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Non-rigid MRI-CT Image Registration with Unsupervised Deep Learning-based Deformation Prediction

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Post-Op Brain Tumor Bed Detection and Segmentation using 3D Mask R-CNN for Dynamic Magnetic Resonance Perfusion Imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Prostate Dose Prediction in HDR Brachytherapy using Unsupervised Multi-Atlas Fusion

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Prostate and Tumor Segmentation on PET/CT using Dual Mask R-CNN

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Prostate and dominant intraprostatic lesion segmentation on PET/CT using cascaded regional-net

Physics in Medicine and Biology

journal-article

Radiation Dose Prediction for Pancreatic Stereotactic Body Radiotherapy via Convention Neural Networks

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Region Proposal Network for Multi-Organ Segmentation in CT for Pancreatic Radiotherapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Region of Interest Discovery Using Discriminative Concrete Autoencoder for COVID-19 Lung CT Images

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Residual Mask Scoring Regional Convolutional Neural Network for Multi-Organ Segmentation in Head-and-Neck CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Self-supervised learning for accelerated 3D high-resolution ultrasound imaging

Medical Physics

journal-article

Super-Resolution Magnetic Resonance Imaging Reconstruction Using Deep Attention Networks

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Synthesizing High-resolution CT from Low-resolution CT using Self-learning

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Synthetic CT-aided MRI-CT Image Registration for Head and neck Radiotherapy

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Synthetic CT-aided multiorgan segmentation for CBCT-guided adaptive pancreatic radiotherapy

Medical Physics

journal-article

Synthetic CT-based Multi-Organ Segmentation in Cone Beam CT for Adaptive Pancreatic Radiotherapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Synthetic Dual Energy CT Imaging from Single Energy CT Using Deep Attention Neural Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Synthetic MRI-aided Multi-Organ Segmentation in Head-and-Neck Cone Beam CT

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Synthetic MRI-aided Pelvic Multi-organ Segmentation in Cone-beam Computed Tomography

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Synthetic dual-energy CT for MRI-only based proton therapy treatment planning using label-GAN

Physics in Medicine and Biology

journal-article

Ultrasound GLCM texture analysis of radiation-induced acute toxicity following breast cancer radiotherapy

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Ultrasound Multi-needle Detection Using Deep Attention U-Net with TV Regularizations

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Weakly Non-rigid MR-TRUS Prostate Registration Using Fully Convolutional and Recurrent Neural Networks

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

A review on medical imaging synthesis using deep learning and its clinical applications

Journal of Applied Clinical Medical Physics

journal-article

Attenuation Correction for PET/MRI Using MRI-based Pseudo CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Deep Learning-based Low Dose CT Imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Deep Learning-Based Relative Stopping Power Mapping Generation with Cone-Beam CT in Proton Radiation Therapy

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Low dose PET imaging with CT-aided cycle-consistent adversarial networks

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

PET Attenuation Correction Using Non-AC PET-based Synthetic CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Stopping Power Map Estimation from Dual-Energy CT Using Deep Convolutional Neural Network

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Weakly Supervised Multi-Needle Detection in 3D Ultrasound Images with Bidirectional Convolutional Sparse Coding

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Weekly supervised convolutional long short-term memory neural networks for MR-TRUS registration

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Ultrasound Elastography for Lung Disease Assessment

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

journal-article

Deep learning in medical image registration: a review

Physics in Medicine & Biology

journal-article

Deep learning in medical image registration: a review.

Physics in medicine and biology

journal-article

Deep Learning in Medical Image Registration: A Review

ArXiv

journal-article

Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy

Physics in Medicine & Biology

journal-article

Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy

Physics in Medicine and Biology

journal-article

Brain tumor segmentation using 3D Mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging

Physics in Medicine & Biology

journal-article

Brain tumor segmentation using 3D Mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging

Physics in Medicine and Biology

journal-article

Cone-beam CT-derived relative stopping power map generation via deep learning for proton radiotherapy.

Medical physics

journal-article

Cone-beam CT-derived relative stopping power map generation via deep learning for proton radiotherapy

Medical Physics

journal-article

Label-driven magnetic resonance imaging (MRI)-transrectal ultrasound (TRUS) registration using weakly supervised learning for MRI-guided prostate radiotherapy.

Physics in medicine and biology

journal-article

Label-driven MRI-US registration using weakly-supervised learning for MRI-guided prostate radiotherapy

Physics in Medicine and Biology

journal-article

Automatic segmentation and quantification of epicardial adipose tissue from coronary computed tomography angiography

Physics in Medicine & Biology

journal-article

Automatic segmentation and quantification of epicardial adipose tissue from coronary computed tomography angiography

Physics in Medicine and Biology

journal-article

Automatic segmentation and quantification of epicardial adipose tissue from coronary computed tomography angiography

Physics in Medicine and Biology

journal-article

High quality proton portal imaging using deep learning for proton radiation therapy: a phantom study

Biomedical Physics & Engineering Express

journal-article

High quality proton portal imaging using deep learning for proton radiation therapy: A phantom study

Biomedical Physics and Engineering Express

journal-article

High quality proton portal imaging using deep learning for proton radiation therapy: a phantom study

Biomedical Physics & Engineering Express

journal-article

3D thyroid segmentation in CT using self-attention convolutional neural network

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

3D Thyroid Segmentation in CT Using Self-attention Convolutional Neural Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

4D-CT deformable image registration using multiscale unsupervised deep learning

Physics in Medicine and Biology

journal-article

4D-CT deformable image registration using multiscale unsupervised deep learning

Physics in Medicine and Biology

journal-article

A learning-based automatic segmentation and quantification method on left ventricle in gated myocardial perfusion SPECT imaging: A feasibility study

Journal of Nuclear Cardiology

journal-article

A planning study of focal dose escalations to multiparametric MRI-defined dominant intraprostatic lesions in prostate proton radiation therapy

The British journal of radiology

journal-article

A planning study of focal dose escalations to multiparametric MRI-defined dominant intraprostatic lesions in prostate proton radiation therapy

The British Journal of Radiology

journal-article

A preliminary study on a multiresolution-level inverse planning approach for Gamma Knife radiosurgery

Medical Physics

journal-article

A preliminary study on a multiresolution-level inverse planning approach for Gamma Knife radiosurgery

Medical Physics

journal-article

Analytical Low-Dose CBCT Reconstruction Using Non-local Total Variation Regularization for Image Guided Radiation Therapy

Frontiers in Oncology

journal-article

Analytical Low-Dose CBCT Reconstruction Using Non-local Total Variation Regularization for Image Guided Radiation Therapy

Frontiers in Oncology

journal-article

Attenuation Correction for PET/MRI Using MRI-based Pseudo CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Intensity non-uniformity correction in MR imaging using residual cycle generative adversarial network

Physics in Medicine & Biology

journal-article

Ultrasound Elastography for Lung Disease Assessment

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

journal-article

Automated coronary artery segmentation in Coronary Computed Tomography Angiography (CCTA) using deep learning neural networks

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automated Coronary Artery Segmentation in Coronary Computed Tomography Angiography (CCTA) using Deep Learning Neural Networks

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Automated left ventricular myocardium segmentation using 3D deeply supervised attention U-net for coronary computed tomography angiography; CT myocardium segmentation

Medical Physics

journal-article

Automatic brain arteriovenous malformations segmentation on contrast CT images using combined region proposal network and V-Net

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automatic Brain Arteriovenous Malformations Segmentation on Contrast CT Images Using Combined Region Proposal Network and V-Net

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Automatic detection of brain metastases using 3D mask R-CNN for stereotactic radiosurgery

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automatic detection of brain metastases using 3D mask R-CNN for stereotactic radiosurgery

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Automatic multi-catheter detection using deeply supervised convolutional neural network in MRI-guided HDR prostate brachytherapy

Medical Physics

journal-article

Automatic multi-catheter detection using deeply supervised convolutional neural network in MRI-guided HDR prostate brachytherapy

Medical Physics

journal-article

Benign and malignant thyroid classification using computed tomography radiomics

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Benign and Malignant Thyroid Classification Using Computed Tomography Radiomics

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Breast cancer patient reported outcomes, depression, and objective measures of breast cosmesis

Journal of Clinical Oncology

journal-article

CBCT-based synthetic CT generation using deep-attention cycleGAN for pancreatic adaptive radiotherapy

Medical Physics

journal-article

CBCT-based synthetic CT generation using deep-attention cycleGAN for pancreatic adaptive radiotherapy

Medical Physics

journal-article

CT prostate segmentation based on synthetic MRI-aided deep attention fully convolution network

Medical Physics

journal-article

CT-aided Low-Count Whole-body PET Imaging Using Cross-Modality Attention Pyramid Network

Journal of Nuclear Medicine

journal-article

CT-based multi-organ segmentation using a 3D self-attention U-net network for pancreatic radiotherapy

Medical Physics

journal-article

CT-based pancreatic multi-organ segmentation by a 3D deep attention U-net network

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

CT-based Pancreatic Multi-organ Segmentation by a 3D Deep Attention U-Net Network

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Classification of lesion specific myocardial ischemia using cardiac computed tomography radiomics

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Classification of Lesion Specific Myocardial Ischemia Using Cardiac Computed Tomography Radiomics

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep Learning-based Low Dose CT Imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study

Physics in Medicine and Biology

journal-article

Deep attentional GAN-based high-resolution ultrasound imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Deep Attentional GAN-based High-Resolution Ultrasound Imaging

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep learning-based attenuation correction in the absence of structural information for whole-body positron emission tomography imaging

Physics in Medicine and Biology

journal-article

Deep learning-based breast tumor detection and segmentation in 3D ultrasound image

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Deep Learning-based Breast Tumor Detection and Segmentation in 3D Ultrasound Image

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Deep learning-based relative stopping power mapping generation with cone-beam CT in proton radiation therapy

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study

Physics in Medicine & Biology

journal-article

Head and neck multi-organ auto-segmentation on CT images aided by synthetic MRI

Medical Physics

journal-article

Impact of Regional Nodal Irradiation and Hypofractionated Whole-Breast Radiation on Long-Term Breast Retraction and Poor Cosmetic Outcome in Breast Cancer Survivors

Clinical Breast Cancer

journal-article

Low dose PET imaging with CT-aided cycle-consistent adversarial networks

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

A review on medical imaging synthesis using deep learning and its clinical applications.

Journal of applied clinical medical physics

journal-article

LungRegNet: An unsupervised deformable image registration method for 4D-CT lung

Medical Physics

journal-article

LungRegNet: An unsupervised deformable image registration method for 4D-CT lung

Medical Physics

journal-article

MRI-based proton treatment planning for base of skull tumors

International Journal of Particle Therapy

journal-article

Machine learning in quantitative PET: A review of attenuation correction and low-count image reconstruction methods

Physica Medica

journal-article

Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI

Physics in Medicine and Biology

journal-article

Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI

Physics in Medicine and Biology

journal-article

Mask R-CNN based coronary artery segmentation in coronary computed tomography angiography

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Mask R-CNN based Coronary Artery Segmentation in Coronary Computed Tomography Angiography

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Multi-Needle Detection n 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning

IEEE Transactions on Medical Imaging

journal-article

Multi-needle Localization with Attention U-Net in US-guided HDR Prostate Brachytherapy

Medical Physics

journal-article

Multi-needle detection in 3D ultrasound images with sparse dictionary learning

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Multi-needle Detection in 3D Ultrasound Images with Sparse Dictionary Learning

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Multimodal MRI synthesis using unified generative adversarial networks

Medical Physics

journal-article

Optimization of basis material selection and energy binning in three material decomposition for spectral imaging without contrast agents in photon-counting CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Optimization of Basis Material Selection and Energy Binning in Three Material Decomposition for Spectral Imaging without Contrast Agents in Photon-counting CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Organ-at-Risk (OAR) segmentation in head and neck CT using U-RCNN

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Organ-at-Risk (OAR) Segmentation in Head and Neck CT Using U-RCNN

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

PET Attenuation Correction Using MRI-aided Two-Stream Pyramid Attention Network

Journal of Nuclear Medicine

journal-article

PET Attenuation Correction Using Non-AC PET-based Synthetic CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Intensity non-uniformity correction in MR imaging using residual cycle generative adversarial network

Physics in Medicine and Biology

journal-article

Pelvic multi-organ segmentation on cone-beam CT for prostate adaptive radiotherapy

Medical Physics

journal-article

Pelvic multi-organ segmentation on cone-beam CT for prostate adaptive radiotherapy

Medical Physics

journal-article

Radiomics analysis using contrast-enhanced CT for preoperative prediction of occult peritoneal metastasis in advanced gastric cancer

European Radiology

journal-article

Recognizing Image Semantic Information Through Multi-Feature Fusion and SSAE-Based Deep Network

Journal of Medical Systems

journal-article

Recognizing Image Semantic Information Through Multi-Feature Fusion and SSAE-Based Deep Network

Journal of Medical Systems

journal-article

Solutions to ramp-hold dynamic oscillation indentation tests for assessing the viscoelasticity of hydrogel by Kelvin-Voigt fractional derivative modeling

Mechanics of Materials

journal-article

Solutions to ramp-hold dynamic oscillation indentation tests for assessing the viscoelasticity of hydrogel by Kelvin-Voigt fractional derivative modeling

Mechanics of Materials

journal-article

Statistical and Texture Descriptors of Symptomatic Plantar Fasciitis Using Ultrasound Shear Wave Elastography

IEEE Access

journal-article

Statistical and Texture Descriptors of Symptomatic Plantar Fasciitis Using Ultrasound Shear Wave Elastography

IEEE Access

journal-article

Stopping power map estimation from dual-energy CT using deep convolutional neural network

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Weekly Supervised Convolutional Long Short-Term Memory Neural Networks for MR-TRUS Registration

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Strain elastography as an early predictor of long-term prognosis in patients with locally advanced cervical cancers treated with concurrent chemoradiotherapy

European Radiology

journal-article

Wavelet-based protoacoustic signal denoising for proton range verification

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Wavelet-based Protoacoustic Signal Denoising for Proton Range Verification

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Weakly supervised multi-needle detection in 3D ultrasound images with bidirectional convolutional sparse coding

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Ultrasound prostate segmentation based on 3D V-Net with deep supervision

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Attenuation and Scatter Correction for Whole-body PET Using 3D Generative Adversarial Networks

Journal of Nuclear Medicine

journal-article

4D-CT deformable image registration using an unsupervised deep convolutional neural network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

A learning-based automatic segmentation method on left ventricle in SPECT imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

A multi-feature fusion and SSAE-Based deep network for image semantic recognition

Proceedings - 5th IEEE International Conference on Big Data Service and Applications, BigDataService 2019, Workshop on Big Data in Water Resources, Environment, and Hydraulic Engineering and Workshop on Medical, Healthcare, Using Big Data Technologies

conference-paper

Automated prostate segmentation of volumetric CT images using 3D deeply supervised dilated FCN

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automatic MRI prostate segmentation using 3D deeply supervised FCN with concatenated atrous convolution

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automatic multi-organ segmentation in thorax CT images using U-Net-GAN

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automatic multiorgan segmentation in thorax CT images using U-net-GAN

Medical Physics

journal-article

Brain MRI classification based on machine learning framework with auto-context model

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

CBCT-based synthetic MRI generation for CBCT-guided adaptive radiotherapy

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Deep learning-based image quality improvement for low-dose computed tomography simulation in radiation therapy

Journal of Medical Imaging

journal-article

Deep morphology aided diagnosis network for segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black-blood vessel wall MRI

Medical Physics

journal-article

Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation

Medical Physics

journal-article

Dose evaluation of MRI-based synthetic CT generated using a machine learning method for prostate cancer radiotherapy

Medical Dosimetry

journal-article

Dosimetric study on learning-based cone-beam CT correction in adaptive radiation therapy

Medical Dosimetry

journal-article

Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning

Physics in Medicine and Biology

journal-article

Full axillary lymph node dissection and increased breast epidermal thickness 1 year after radiation therapy for breast cancer

Journal of Surgical Oncology

journal-article

Image quality improvement in cone-beam CT using deep learning

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Learning-based CBCT correction using alternating random forest based on auto-context model

Medical Physics

journal-article

Learning-based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery

Medical Physics

journal-article

Learning-based automatic segmentation on arteriovenous malformations from contract-enhanced CT images

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

MRI-based attenuation correction for brain PET/MRI based on anatomic signature and machine learning

Physics in Medicine and Biology

journal-article

MRI-based pseudo CT generation using classification and regression random forest

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

MRI-based synthetic CT generation using deep convolutional neural network

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

MRI-based synthetic CT generation using semantic random forest with iterative refinement

Physics in Medicine and Biology

journal-article

MRI-based treatment planning for brain stereotactic radiosurgery: Dosimetric validation of a learning-based pseudo-CT generation method

Medical Dosimetry

journal-article

MRI-based treatment planning for liver stereotactic body radiotherapy: Validation of a deep learning-based synthetic CT generation method

British Journal of Radiology

journal-article

MRI-based treatment planning for proton radiotherapy: Dosimetric validation of a deep learning-based liver synthetic CT generation method

Physics in Medicine and Biology

journal-article

MRI-only based synthetic CT generation using dense cycle consistent generative adversarial networks

Medical Physics

journal-article

Machine Learning Assisted MRI Characterization for Diagnosis of Neonatal Acute Bilirubin Encephalopathy

Frontiers in Neurology

journal-article

Machine-learning based classification of glioblastoma using delta-radiomic features derived from dynamic susceptibility contrast enhanced magnetic resonance images

Quantitative Imaging in Medicine and Surgery

journal-article

Machine-learning based classification of glioblastoma using dynamic susceptibility enhanced MR image

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Machine-learning-based classification of Glioblastoma using MRI-based radiomic features

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Multiparametric MRI-guided dose boost to dominant intraprostatic lesions in CT-based High-dose-rate prostate brachytherapy

British Journal of Radiology

journal-article

Optimal virtual monoenergetic image in “TwinBeam” dual-energy CT for organs-at-risk delineation based on contrast-noise-ratio in head-and-neck radiotherapy

Journal of Applied Clinical Medical Physics

journal-article

Paired cycle-GAN-based image correction for quantitative cone-beam computed tomography

Medical Physics

journal-article

Revealing hemodynamic heterogeneity of gliomas based on signal profile features of dynamic susceptibility contrast-enhanced MRI

NeuroImage: Clinical

journal-article

Spot decomposition in a novel pencil beam scanning proton computed tomography

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Spot decomposition in a novel pencil beam scanning proton Computed Tomography

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Synthetic CT generation from non-attenuation corrected PET images for whole-body PET imaging

Physics in Medicine and Biology

journal-article

Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network

Radiotherapy and Oncology

journal-article

Ultrasound prostate segmentation based on multidirectional deeply supervised V-Net

Medical Physics

journal-article

Whole-body PET Estimation from Ultra-short Scan Durations using 3D Cycle-Consistent Generative Adversarial Networks

Journal of Nuclear Medicine

journal-article

Whole-body PET estimation from low count statistics using cycle-consistent generative adversarial networks

Physics in Medicine and Biology

journal-article

AI and Quantitative Ultrasound Imaging

Medical Physics

journal-article

Ultrasonic histogram assessment of early response to concurrent chemo-radiotherapy in patients with locally advanced cervical cancer: a feasibility study

Clinical Imaging

journal-article

A denoising algorithm for CT image using low-rank sparse coding

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automated delineation of organs-at-risk in head and neck CT images using multi-output support vector regression

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Content-oriented sparse representation (COSR) for CT denoising with preservation of texture and edge

Medical Physics

journal-article

Early evaluation of radiation-induced parotid damage in patients with nasopharyngeal carcinoma by T2 mapping and mDIXON Quant imaging: Initial findings

Radiation Oncology

journal-article

Early evaluation of radiation-induced parotid damage with diffusion kurtosis imaging: a preliminary study

Acta Radiologica

journal-article

High-resolution CT image retrieval using sparse convolutional neural network

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

High-resolution, ultrasound-guided, high-dose-rate, surface brachytherapy for basal cell carcinoma of the skin: A case report

Advances in Radiation Oncology

journal-article

Improving image quality of cone-beam CT using alternating regression forest

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

MRI-based pseudo CT synthesis using anatomical signature and alternating random forest with iterative refinement model

Journal of Medical Imaging

journal-article

Magnetic resonance imaging-based pseudo computed tomography using anatomic signature and joint dictionary learning

Journal of Medical Imaging

journal-article

Computation Methods for Biomedical Information Analysis

Journal of healthcare engineering

journal-article

Pseudo CT Estimation using Patch-based Joint Dictionary Learning

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

conference-paper

Pseudo CT Estimation using Patch-based Joint Dictionary Learning

Annual International Conference of the IEEE Engineering in Medicine and Biology

conference-paper

Texture Analysis as Imaging Biomarker for recurrence in advanced cervical cancer treated with CCRT

Scientific Reports

journal-article

Predictive and prognostic value of intravoxel incoherent motion (IVIM) MR imaging in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy

Scientific Reports

journal-article

Ultrasound 2D strain measurement for arm lymphedema using deformable registration: A feasibility study

PLOS ONE

journal-article

Ultrasound 2D strain measurement for arm lymphedema using deformable registration: A feasibility study

PLoS ONE

journal-article

A patch-based CBCT scatter artifact correction using prior CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Apparent diffusion coefficient histogram analysis can evaluate radiation-induced parotid damage and predict late xerostomia degree in nasopharyngeal carcinoma

Oncotarget

journal-article

Assessment of histological differentiation in gastric cancers using whole-volume histogram analysis of apparent diffusion coefficient maps

Journal of Magnetic Resonance Imaging

journal-article

Early changes of irradiated parotid glands evaluated by t1rho-weighted imaging: A pilot study

Journal of Computer Assisted Tomography

journal-article

Histogram analysis of apparent diffusion coefficient for monitoring early response in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy

Acta Radiologica

journal-article

Image-based metal artifact reduction in x-ray computed tomography utilizing local anatomical similarity

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Improved prostate delineation in prostate HDR brachytherapy with TRUS-CT deformable registration technology: A pilot study with MRI validation

Journal of Applied Clinical Medical Physics

journal-article

Predicting and early monitoring treatment efficiency of cervical cancer under concurrent chemoradiotherapy by intravoxel incoherent motion magnetic resonance imaging

Journal of Computer Assisted Tomography

journal-article

Pseudo CT estimation from MRI using patch-based random forest

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Strain elastography imaging for early detection and prediction of tumor response to concurrent chemo-radiotherapy in locally advanced cervical cancer: Feasibility study

BMC Cancer

journal-article

Three-dimensional power Doppler ultrasound in the early assessment of response to concurrent chemo-radiotherapy for advanced cervical cancer

Acta Radiologica

journal-article

Whole-lesion ADC histogram and texture analysis in predicting recurrence of cervical cancer treated with CCRT

Oncotarget

journal-article

Evaluating early response of cervical cancer under concurrent chemo-radiotherapy by intravoxel incoherent motion MR imaging

BMC Cancer

journal-article

Neurovascular bundle–sparing radiotherapy for prostate cancer using MRI-CT registration: A dosimetric feasibility study

Medical Dosimetry

journal-article

Patch-based label fusion for automatic multi-atlas-based prostate segmentation in MR images

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

3D transrectal ultrasound (TRUS) prostate segmentation based on optimal feature learning framework

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

The impact of axillary lymph node surgery on breast skin thickening during and after radiation therapy for breast cancer

International Journal of Radiation Oncology Biology Physics

journal-article

A MRI-CT prostate registration using sparse representation technique

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Apparent diffusion coefficient histogram shape analysis for monitoring early response in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy

Radiation Oncology

journal-article

Early evaluation of irradiated parotid glands with intravoxel incoherent motion MR imaging: Correlation with dynamic contrast-enhanced MR imaging

BMC Cancer

journal-article

A 3D neurovascular bundles segmentation method based on MR-TRUS deformable registration

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Correlation between apparent diffusion coefficients and HER2 status in gastric cancers: Pilot study

BMC Cancer

journal-article

Quantitative ultrasonic nakagami imaging of neck fibrosis after head and neck radiation therapy

International Journal of Radiation Oncology Biology Physics

journal-article

Heart rate measurement based on face video sequence

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

A MR-TRUS registration method for ultrasound-guided prostate interventions

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Preoperative apparent diffusion coefficient value of gastric cancer by diffusion-weighted imaging: Correlations with postoperative TNM staging

Journal of Magnetic Resonance Imaging

journal-article

Diagnostic Accuracy of ultrasonic histogram features to evaluate radiation toxicity of the parotid glands: A clinical study of xerostomia following head-and-neck cancer radiotherapy

Academic Radiology

journal-article

3D ultrasound Nakagami imaging for radiation-induced vaginal fibrosis

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

A new CT prostate segmentation for CT-based HDR brachytherapy

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Apparent diffusion coefficient value of gastric cancer by diffusion-weighted imaging: Correlations with the histological differentiation and Lauren classification

European Journal of Radiology

journal-article

Automated segmentation of the parotid gland based on atlas registration and machine learning: A longitudinal mri study in head-and-neck radiation therapy

International Journal of Radiation Oncology Biology Physics

journal-article

Prostate CT segmentation method based on nonrigid registration in ultrasound-guided CT-based HDR prostate brachytherapy

Medical Physics

journal-article

Ultrasonic Nakagami-parameter characterization of parotid-gland injury following head-and-neck radiotherapy: A feasibility study of late toxicity

Medical Physics

journal-article

Ultrasound 2D strain estimator based on image registration for ultrasound elastography

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

The non-gaussian nature of prostate motion based on real-time intrafraction tracking

International Journal of Radiation Oncology Biology Physics

journal-article

WE‐C‐116‐04: Development of Automatic Segmentation Algorithm to Assess Parotid‐Gland Volume Changes Following Radiotherapy for Head‐And‐Neck Malignancies: A Longitudinal Study

Medical Physics

journal-article

WE‐C‐WAB‐11: Improved the Accuracy of Prostate Delineation for Ultrasound‐Guided CT‐Based Treatment Planning in Prostate HDR Brachytherapy: A Pilot Study with MRI Validation

Medical Physics

journal-article

WE‐E‐134‐03: Ultrasonic Tissue Characterization of Parotid‐Gland Injury Following Head‐And‐Neck Radiotherapy Using Nakagami‐Parameter Imaging: A Feasibility Study

Medical Physics

journal-article

Perceived stress to predict for acute radiation-induced skin toxicity: The mind-body connection

Journal of Clinical Oncology

journal-article

A dual-modal magnetic nanoparticle probe for preoperative and intraoperative mapping of sentinel lymph nodes by magnetic resonance and near infrared fluorescence imaging

Journal of Biomaterials Applications

journal-article

Automated skin segmentation in ultrasonic evaluation of skin toxicity in breast cancer radiotherapy

Ultrasound in Medicine and Biology

journal-article

Group Independent Component Analysis and Functional MRI Examination of Changes in Language Areas Associated with Brain Tumors at Different Locations

PLoS ONE

journal-article

Influence of vascular comorbidities and race on erectile dysfunction after prostate cancer radiotherapy

Journal of Sexual Medicine

journal-article

Multi-atlas-based segmentation of the parotid glands of MR images in patients following head-and-neck cancer radiotherapy

Proceedings of SPIE - The International Society for Optical Engineering

conference-paper

Multiscale segmentation of the skull in MR images for MRI-based attenuation correction of combined MR/PET

Journal of the American Medical Informatics Association

journal-article

Noninvasive evaluation of vaginal fibrosis following radiotherapy for gynecologic malignancies: A feasibility study with ultrasound B-mode and Nakagami parameter imaging

Medical Physics

journal-article

Respiratory-induced prostate motion using wavelet decomposition of the real-time electromagnetic tracking signal

International Journal of Radiation Oncology Biology Physics

journal-article

TU‐A‐WAB‐04: A Prospective Longitudinal Study with Ultrasound Nakagami Imaging to Evaluate the Relationship Between Acute and Late Normal‐Tissue Toxicity in Breast‐Cancer Radiotherapy

Medical Physics

journal-article

TH‐C‐217BCD‐02: Ultrasound Texture Analysis of Radiation‐Induced Parotid‐Gland Injury in Post‐Radiotherapy Head‐And‐Neck Patients: Feasibility Study

Medical Physics

journal-article

Ultrasound GLCM texture analysis of radiation-induced parotid-gland injury in head-and-neck cancer radiotherapy: An in vivo study of late toxicity

Medical Physics

journal-article

Ultrasound Histogram Assessment of Parotid Gland Injury Following Head-and-Neck Radiotherapy: A Feasibility Study

Ultrasound in Medicine and Biology

journal-article

WE‐C‐BRA‐10: Ultrasound Nakagami Imaging for Noninvasive Evaluation of Vaginal Fibrosis Following Radiotherapy for Gynecologic Malignancies

Medical Physics

journal-article

3D prostate segmentation of ultrasound images combining longitudinal image registration and machine learning

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Cupping artifact correction and automated classification for high-resolution dedicated breast CT images

Medical Physics

journal-article

MRPET quantification tools: Registration, segmentation, classification, and MR-based attenuation correction

Medical Physics

journal-article

Nonrigid registration and classification of the kidneys in 3D dynamic contrast enhanced (DCE) MR images

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

TH‐C‐217BCD‐05: Ultrasound Nakagami Imaging to Assess Breast Fibrosis Following Breast‐Cancer Radiotherapy

Medical Physics

journal-article

A MR brain classification method based on multiscale and multiblock fuzzy C-means

5th International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2011

conference-paper

A multiscale and multiblock fuzzy C-means classification method for brain MR images

Medical Physics

journal-article

Automatic tissue classification for high-resolution breast CT images based on bilateral filtering

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

Automatic 3D segmentation of ultrasound images using atlas registration and statistical texture prior

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

3D segmentation of prostate ultrasound images using wavelet transform

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

A PET/CT directed, 3D ultrasound-guided biopsy system for prostate cancer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

A wavelet multiscale denoising algorithm for magnetic resonance (MR) images

Measurement Science and Technology

journal-article

Pulmonary Enhancement Imaging with Dual Energy CT for the Detection of Pulmonary Embolism in a Rabbit Model. Comparison to Perfusion Planar Scintigraphy, SPECT and SPECT-CT Modalities

Academic Radiology

journal-article

3D non-rigid registration using surface and local salient features for transrectal ultrasound image-guided prostate biopsy

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

A skull segmentation method for brain MR images based on multiscale bilateral filtering scheme

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper

An MRI-based attenuation correction method for combined PET/MRI applications

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

conference-paper