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Author profile
Salim Siddiqui, MD, PhD
Henry Ford Health
Automated Stereotactic Radiosurgery Planning Using a Reasoning-Based Large Language Model Agent
Automated stereotactic radiosurgery (SRS) planning often fails to match the high conformity and complex trade-off logic of expert human dosimetrists. We hypothesized that a reasoning-based AI agent, SAGE (Secure Agent for Generative dose Expertise), could gen...
Poster Program · Therapy Physics
Stress Testing Cross Domain Generalization of High Field Brain Metastasis Auto Contouring on 0.55T MRI
To quantify volumetric reliability limits of a vendor brain metastasis auto contouring prototype trained only on 1.5T and 3T MRI when deployed on 0.55T MRI.
Poster Program · Therapy Physics