School of Medicine
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Associate Professor of Operations, Information and Technology at the Graduate School of Business and, by courtesy, of Electrical Engineering and of Radiation Oncology
Current Research and Scholarly Interests1) Healthcare management: I am interested in improving healthcare delivery using data-driven modeling and decision-making.
2) Network models and message-passing algorithms: I work on graphical modeling ideas motivated from statistical physics and their applications in statistical inference.
3) Personalized decision-making: I work on machine learning and statistical challenges of personalized decision-making. The problems that I have worked on are primarily motivated by healthcare applications.
Michael S Binkley, MD, MS
Assistant Professor of Radiation Oncology (Radiation Therapy)
BioDr. Binkley is a radiation oncologist specializing in lymphoma treatment and an assistant professor in the Stanford University School of Medicine Department of Radiation Oncology.
His clinical expertise includes stereotactic ablative radiotherapy (SABR), total lymphoid and total body irradiation, and intensity modulated radiation therapy (IMRT).
For each patient, Dr. Binkley develops a personalized, comprehensive, and compassionate care plan. His goals are to improve both health and quality of life.
Dr. Binkley has conducted extensive research to advance cancer treatment. In his post-doctoral fellowship at Stanford, he studied the use of genomic signatures to predict response to radiotherapy. His current clinical and laboratory research seek to identify prognostic and predictive clinical, radiographic, and genomic factors to inform individualized treatment strategies.
He has co-authored articles on his research discoveries published in Cancer Discovery, Blood, the International Journal of Radiation Oncology*Biology*Physics, and elsewhere. Topics have included innovations in the treatment of lymphoma and lung cancer.
He also has made invited presentations to colleagues at national and international conferences. He has presented the latest findings on radiation therapy for lung cancer and lymphoma at meetings of the American Society of Clinical Oncology (ASCO), American Society for Radiation Oncology (ASTRO), and International Conference on Malignant Lymphoma (ICML).
Honors for Dr. Binkley include the Malcolm A. Bagshaw Award for leadership and outstanding scientific achievement. This award is named for a pioneer in radiation therapy and former chair of the Departments of Radiology and Radiation Oncology at Stanford University School of Medicine.
Dr. Binkley is a member of the American Society of Clinical Oncology, American Society for Radiation Oncology, and American Association for Cancer Research. He is a founding member of the Global nLPHL One Working (GLOW) Working Group, an international collaboration studying nodular lymphocyte-predominant Hodgkin lymphoma (NLPHL) in children and adults.
Professor of Radiation Oncology (Radiation Therapy)
Current Research and Scholarly InterestsPatient-centered and artificial intelligence-augmented medical decision making