Hey everyone,
Back-to-back episodes featuring Allison Meisner (Johns Hopkins) discussing how she tunes and optimizes clinical predictive models according to bespoke clinical metrics. A great example of how machine learning experts tailor their models to their medical domain.
Part 1: Kidney Injury - Biomarkers for Prediction and Prognosis
https://www.youtube.com/watch?v=87h8d1fhLaE
Part 2: Kidney Injury - Optimizing Clinical Predictive Models
https://www.youtube.com/watch?v=TERDqtx6BHM
Pod of Asclepius is sponsored by the ASA's Statistical Learning and Data Science Section, Medical Device and Diagnostics Section, and North Carolina Chapter.
Enjoy!
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Glen Wright Colopy
DPhil Oxon
Data Scientist at Cenduit LLC, Durham, NC
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