Area of research
Radiation · Pulmonary and Respiratory Medicine
Research interest
Research interests include Advanced Radiotherapy Techniques, Radiation Therapy and Dosimetry, Medical Imaging Techniques and Applications, and Advanced X-ray and CT Imaging.
High‐resolution scintillation imaging for detecting delivery errors in preclinical ultrahigh dose rate proton beam therapy
Assessing HyperSight iterative CBCT for dose calculation in online adaptive radiotherapy for pelvis and breast patients compared to synthetic CT
Design and characterization of a novel scintillator array for UHDR PBS proton therapy surface dosimetry
nnDoseNet: Intuitive and flexible deep learning framework to train and evaluate radiotherapy dose prediction models
Knowledge-based planning, multicriteria optimization, and plan scorecards: A winning combination
Quantitative, real‐time scintillation imaging for experimental comparison of different dose and dose rate estimations in UHDR proton pencil beams
Safety and Efficiency Analysis of Operational Decision-Making During Cone Beam Computed Tomography-Based Online Adaptive Radiation Therapy
Quantitative Assessment of Full-Time Equivalent Effort for Kilovoltage-Cone Beam Computed Tomography Guided Online Adaptive Radiation Therapy for Medical Physicists
Enhancing Precision in Radiation Therapy for Locally Advanced Lung Cancer: A Case Study of Cone-Beam Computed Tomography (CBCT)-Based Online Adaptive Techniques and the Promise of HyperSight™ Iterative CBCT
Unlocking the adaptive advantage: correlation and machine learning classification to identify optimal online adaptive stereotactic partial breast candidates
Imaging and characterization of optical emission from <i>ex vivo</i> tissue during conventional and UHDR PBS proton therapy
A roadmap for implementation of kV‐CBCT online adaptive radiation therapy and initial first year experiences
Proton and Electron Ultrahigh-Dose-Rate Isodose Irradiations Produce Differences in Reactive Oxygen Species Yields
Benchmarking Automated Machine Learning-Enhanced Planning With Ethos Against Manual and Knowledge-Based Planning for Locally Advanced Lung Cancer
Evaluation and correlation of patient movement during online adaptive radiotherapy with CBCT and a surface imaging system
Cardiac motion and its dosimetric impact during radioablation for refractory ventricular tachycardia
Automated evaluation for rapid implementation of knowledge‐based radiotherapy planning models
Improved Dosimetry and Plan Quality for Accelerated Partial Breast Irradiation Using Online Adaptive Radiation Therapy: A Single Institutional Study
Do we need patient‐specific QA for adaptively generated plans? Retrospective evaluation of delivered online adaptive treatment plans on Varian Ethos
Mutual enhancing learning-based automatic segmentation of CT cardiac substructure
Automatic delineation of cardiac substructures using a region‐based fully convolutional network
A standardized commissioning framework of Monte Carlo dose calculation algorithms for proton pencil beam scanning treatment planning systems
Cone‐beam CT‐derived relative stopping power map generation via deep learning for proton radiotherapy
Automated left ventricular myocardium segmentation using 3D deeply supervised attention U‐net for coronary computed tomography angiography; CT myocardium segmentation
MRI‐only based synthetic CT generation using dense cycle consistent generative adversarial networks
Paired cycle‐GAN‐based image correction for quantitative cone‐beam computed tomography
MRI-based synthetic CT generation using semantic random forest with iterative refinement