The van der Schaar Lab’s sixth Revolutionizing Healthcare engagement session took place virtually on March 31, 2021, and was attended by over 40 healthcare professionals (primarily clinicians).
The focus of the session was interpretability in ML/AI for healthcare. Following a presentation by Mihaela van der Schaar, a panel of four clinicians discussed various definitions and types of interpretability, as well as real-world needs and contexts in healthcare settings.
A follow-up roundtable will be held on April 27. Details can be found here.
Introduction – 0:00
Meet the roundtable panelists – 2:04
Declaration of interests – 3:08
Mihaela’s presentation – 4:01
Roundtable topic 1 [defining interpretability] – 25:08
Roundtable topic 2 [types of interpretability] – 34:52
Roundtable topic 3 [suitability of linear models] – 48:36
Roundtable topic 4 [interpretability in context] – 54:22
Intro to next sessions and note on CPD credits – 1:05:13
NOTE: This information was up-to-date at the time of the presentation but does not take into account material published since then.
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