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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 		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 		Nigam Shah Stanford
August 19, 2020
Wednesday
3:00 PM - 4:00 PM EDT		 Programmatic Supervision for Machine Learning

Recording of presentation 		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 		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 		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 		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

Recording of presentation 		David Sontag MIT
November 11, 2020
Wednesday
3:00 PM - 4:00 PM EST		 Time Will Tell: Longitudinal Image Analysis to Meet Clinical Needs

Recording of presentation 		Guido Gerig NYU
December 9, 2020
Wednesday
3:00 PM - 4:00 PM EST		 From Diagnosis to Treatment: Augmenting Clinical Decision Making with Artificial Intelligence

Recording of presentation 		Jenna Wiens Univ of Michigan