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Author profile
Maksym Sharma, PhD
Department of Radiation Oncology, University of Pennsylvania
Automated Low-Dose Radiotherapy Planning for Knee Osteoarthritis Using a Centralized, Parameterized Planning Framework.
Automated treatment planning can reduce manual workload and improve consistency; however, supporting new clinical indications often requires development of dedicated tools rather than reuse of existing workflows. This study describes the creation of a central...
Poster Program · Therapy Physics
CT-Based Lung Function Worsening In Patients with NSCLC Treated Using Photon Versus Proton Radiotherapy
To evaluate CT-derived longitudinal changes in regional lung function following definitive treatment with photon versus proton radiotherapy in patients with locally advanced non-small cell lung cancer (LA-NSCLC).
Proffered Program · Therapy Physics
Radiomics Improves Prognostication Beyond Clinical Variables and Dose-Volume Metrics for Cardiac Events In Locally Advanced Non-Small Cell Lung Cancer
Cardiotoxicity remains a major concern in thoracic radiotherapy. Prior studies have associated whole heart (WH) and substructure dose-volume histogram (DVH) metrics with cardiac events; however, changing practice (e.g., immunotherapy consolidation, advanced t...
Poster Program · Therapy Physics
Toward an AI-Automated Radiation Therapy Workflow: A Dual-Model Approach to Target Volume Contouring and Dose Optimization In Intermediate-Risk Prostate Cancer
Prostate cancer male reproductive system malignancy and the most common male cancer treated by radiation. Given the high incidence rate and complexities of treatment planning, artificial intelligence (AI) solutions in medical physics are essential to reducing...
Poster Program · Therapy Physics