Machine Learning in Medicine

2020 Fall | 2021 Spring | 2021 Fall | 2022 Spring | 2022 Fall | 2023 Spring | 2023 Fall | 2024 Spring

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
January 26, 2024 Friday Time: 2:00 PM - 3:00 PM EST Hosted by UofT	Expert Load Matters: Operating Networks at High Accuracy and Low Manual Effort Recording of presentation	Ender Konukoglu	ETH-Zurich
January 31, 2024 Wednesday Time: 2:00 PM - 3:00 PM EST Hosted by BU	Real World Evidence in the Age of LLMs (Hybrid - in person and online) Recording of presentation	Tristan Naumann	Microsoft
February 9, 2024 Friday Time: 2:00 PM - 3:00 PM EST Hosted by Pitt/UPMC	Towards Reliable and Trustworthy Machine Learning Methods for Medical Imaging Recording of presentation	Alan Wang	Cornell University
February 23, 2024 Friday Time: 2:00 PM - 3:00 PM EST Hosted by UofT	Learning Models that Predict Objective, Actionable Labels Recording of presentation	Russ Greiner	University of Alberta
March 8, 2024 Friday Time: 2:00 PM - 3:00 PM EST Hosted by BU	The Future of Healthcare: How AI and ChatGPT are Changing the Game in Medicine Recording of presentation	Zhiyong Lu	National Library of Medicine
March 22, 2024 Friday Time: 2:00 PM - 3:00 PM EDT Hosted by Pitt/UPMC	Automatic Low-quality Fundus Image Enhancement and Diabetic Retinopathy Grading with Explanations Recording of presentation	Osmar Zaiane	University of Alberta
March 27, 2024 Wednesday Time: 1:00 PM - 2:00 PM EDT Hosted by BU	Biomedicine in the Age of Generative AI (Artificial Intelligence Research (AIR) Distinguished Speaker Series; co-sponsored by MLxMed & only in person) (No recording)	James Zou	Stanford University
April 5, 2024 Friday Time: 2:00 PM - 3:00 PM EDT Hosted by UofT	Advancing Precision Medicine through Machine Learning in Computational Pathology Recording of presentation	Saeed Hassanpour	Dartmouth Medicine
April 19, 2024 Friday Time: 2:00 PM - 3:00 PM EDT Hosted by Pitt/UPMC	LLMs and Evidence Summarization (No recording)	Yifan Peng	Weill Cornell Medicine
May 3, 2024 Friday Time: 2:00 PM - 3:00 PM EDT Hosted by UofT	Real-world Data, Real-world Problems, and Real-world Opportunities with AI Recording of presentation	Jiang Bian	University of Florida
May 17, 2024 Friday Time: 2:30 PM - 3:30 PM EDT Hosted by BU	Designing and Benchmarking Healthcare Large Language Models Recording of presentation	Akshay Chaudhari	Stanford University