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Author profile
Sizhuo Meng
Johns Hopkins University
Automated Prescription and Dose Goal Generation In a Clinical Treatment Planning System from Free-Text Physician Orders Using Frontier Large Language Models
To develop and evaluate an automated approach to intelligently interpret free-text, or natural language (NL), physician treatment directives and generate patient-specific prescriptions and clinical goals within a commercial treatment planning system (TPS) usi...
Poster Program · Therapy Physics
Fully Automated Robust Intensity Modulated Proton Therapy Planning for Prostate Cancer with and without Pelvic Lymph Node Irradiation Using a Frontier Large Language Model
To develop and validate an auto-planning approach for robust intensity modulated proton therapy (IMPT) using a frontier large language model (LLM), ChatGPT-4o, in a clinical treatment planning system (TPS) for prostate cancer, automatically managing heterogen...
Proffered Program · Therapy Physics