معرفی
Daniel Markel is an Assistant Professor in the Department of Oncology at McGill University and an Associate Member in Medical Physics, based at the Cedars Cancer Center, McGill University Health Center - Glen site in Montreal, Quebec.
His educational background includes:
- BSc from the University of Waterloo
- MSc from the University of Toronto
- PhD from McGill University
Dr. Markel's research centers on applying 3D technologies (scanning, modeling, printing) to 4D dosimetry and patient-specific quality assurance in radiation therapy, with significant integration of machine learning for toxicity prediction and medical image analysis. His work bridges clinical oncology and advanced computational physics to enhance radiotherapy precision.
Analysis of his 2016-2024 publications reveals a trajectory from foundational biomechanical modeling toward AI-driven radiotherapy optimization, with recent emphasis on deep learning applications for treatment planning, dosimetry validation, and metastasis detection across multiple radiation platforms including CyberKnife.
No scientific awards were documented in the source material.
Dr. Markel collaborates within the Cedars Cancer Center research ecosystem on medical physics innovations, focusing on translating 3D printing and computational modeling into clinical radiotherapy workflows for personalized cancer treatment.
