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Author profile
Karyn A Goodman, MD, MS
Icahn School of Medicine at Mount Sinai
Rapidplan As a Surrogate for Clinically Achievable OAR Sparing In Pancreatic SBRT Planning with Monaco
Treatment planning for pancreatic SBRT remains challenging due to proximity and overlap of the target with the critical organs-at-risk (OARs). This study uses RapidPlan-predicted dose volume histograms (DVHs) to guide treatment planning in Monaco.
Poster Program · Therapy Physics
Full Abdominal Motion Interplay In Pencil Beam Scanning Proton Therapy: Integrating Respiratory and Gastrointestinal Dynamics
To implement a full abdominal motion model that combines respiration with gastrointestinal (GI) motility and quantify its interplay impact in pencil-beam scanning (PBS) proton therapy.
Poster Program · Therapy Physics
Label-Efficient Semi-Supervised Cine-MRI Tumor Tracking Using a Segmentation Foundation Model
Accurate real-time tumor tracking is critical for MRI-guided radiotherapy, where geometric uncertainty can significantly increase dose to surrounding critical organs. Continuous cine-MRI enables motion-adaptive treatment. However, accurate tracking under larg...
Proffered Program · Therapy Physics
BLUE RIBBON POSTER MULTI-DISCIPLINARY: Reconstructing Delivered Dose In Real Time: A Beam Physics-Embedded, Language-Model-Driven Approach
Existing deep learning-based dose prediction methods primarily learn empirical mappings between anatomy and dose, without modeling beam delivery physics. This gap may limit their robustness and accuracy, especially in heterogeneous regions where dose depositi...
Poster Program · Therapy Physics
Gastrointestinal Motility-Induced Interplay In Abdominal Proton Therapy: Patient-Specific Delivery Replay In Pancreas and Liver
To quantify the impact of gastrointestinal (GI) motility on pencil-beam scanning (PBS) proton therapy for abdominal cancers, and assess how fractionation and motion amplitude mitigate motility-induced interplay effects.
Proffered Program · Therapy Physics