Machine Learning in Medicine

Medicine is complex and data-driven and discovery and decision making are increasingly enabled by machine learning. Machine learning has the potential to support, enable and improve medical discovery and clinical decision making in areas such as medical imaging, cancer diagnostics, precision medicine, clinical trials, and electronic health records. This seminar series focuses on new algorithms, real-world deployment, and future trends in machine learning in medicine. It will feature prominent investigators who are developing and applying machine learning to biomedical discovery and in clinical decision support.

Date	Topic	Speaker	Institution
June 24, 2020 Wednesday 3:00 PM - 4:00 PM EDT	Explainable Artificial Intelligence for Biology and Health Recording of a previous presentation	Su-In Lee	Univ of Washington
July 8, 2020 Wednesday 3:00 PM - 4:00 PM EDT	Machine Learning of EHR Sequences Recording of presentation (password required)	Reza Khorshidi	Oxford
July 22, 2020 Wednesday 3:00 PM - 4:00 PM EDT	Integration of Expert Systems in Clinical Radiology: NIH Perspective (No recording)	Ronald Summers	NIH (IRP)
August 5, 2020 Wednesday 3:00 PM - 4:00 PM EDT	A Framework for Shaping the Future of AI in Healthcare Recording of presentation (password required)	Nigam Shah	Stanford
August 19, 2020 Wednesday 3:00 PM - 4:00 PM EDT	Programmatic Supervision for Machine Learning Recording of presentation (password required)	Alex Ratner	Univ of Washington
September 2, 2020 Wednesday 3:00 PM - 4:00 PM EDT	Do Androids Dream of Therapeutic Molecules? Recording of presentation (password required)	Alan Aspuru-Guzik	Univ of Toronto
September 16, 2020 Wednesday 3:00 PM - 4:00 PM EDT	Machine Learning-Based Design (of proteins, small molecules and beyond) Recording of presentation (password required)	Jennifer Listgarten	Berkeley
September 30, 2020 Wednesday 3:00 PM - 4:00 PM EDT	AutoML: Powering the New Human-Machine Learning Ecosystem (No recording)	Mihaela van der Schaar	Univ of Cambridge / UCLA
October 14, 2020 Wednesday 3:00 PM - 4:00 PM EDT	Learning to Summarize Medical Evidence Recording of presentation (password required)	Byron Wallace	Northeastern Univ
October 28, 2020 Wednesday 3:00 PM - 4:00 PM EDT	Going Beyond Diagnosis and Prognosis: Machine Learning to Guide Treatment Suggestions Zoom https://pitt.zoom.us/j/94305382303	David Sontag	MIT
November 11, 2020 Wednesday 3:00 PM - 4:00 PM EST	To be announced	Guido Gerig	NYU
November 25, 2020 Wednesday 3:00 PM - 4:00 PM EST	No seminar (Thanksgiving break)
December 9, 2020 Wednesday 3:00 PM - 4:00 PM EST	To be announced	Jenna Wiens	Univ of Michigan
December 23, 2020 Wednesday 3:00 PM - 4:00 PM EST	No seminar (Christmas break)