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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
August 24, 2022
Wednesday
3:00 PM - 4:00 PM EDT
Hosted by Pitt/UPMC/CMU
Translation of Clinical Imaging AI: Solving The Day Two Problem

Recording of presentation
Matthew Lungren Nuance Communications
September 7, 2022
Wednesday
3:00 PM - 4:00 PM EDT
Hosted by Pitt/UPMC/CMU
Building the Mind of Cancer

Recording of presentation
Trey Ideker UC San Diego
September 21, 2022
Wednesday
3:00 PM - 4:00 PM EDT
Hosted by UofT
Machine Learning Applications in Medicine - Is There Still Room for Signal Processing Innovations?

Recording of presentation
Tiago Falk INRS - University of Quebec
October 5, 2022
Wednesday
3:00 PM - 4:00 PM EDT
Hosted by UofT
Novel Techniques to Predict Obstructive Seep Apnea Severity during Daytime (Wakefulness) using Machine-Learning Algorithms

Zoom: https://pitt.zoom.us/j/94083530182
Zahra Moussavi University of Manitoba
October 19, 2022
Wednesday
3:00 PM - 4:00 PM EDT
Hosted by Pitt/UPMC/CMU
TBD

Zoom: TBD
Sarah Ostadabbas Northeastern University
November 2, 2022
Wednesday
3:00 PM - 4:00 PM EDT
Hosted by UofT
TBD

Zoom: TBD
Iman Hajirasouliha Cornell University
November 16, 2022
Wednesday
3:00 PM - 4:00 PM EST
Hosted by Pitt/UPMC/CMU
TBD

Zoom: TBD
M. Brandon Westover Harvard Medical School
November 30, 2022
Wednesday
3:00 PM - 4:00 PM EST
Hosted by UofT
TBD

Zoom: TBD
Muyinatu A. Lediju Bell Johns Hopkins University
December 14, 2022
Wednesday
3:00 PM - 4:00 PM EST
Hosted by Pitt/UPMC/CMU
TBD

Zoom: TBD
Mert Sabuncu Cornell University