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#S3E7: Making Machine Learning Models Clinically Useful with Dr. Karandeep Singh
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Manage episode 308354282 series 1395779
Content provided by ACIF / Chase Parsons. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by ACIF / Chase Parsons or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
In this episode, podcast co-hosts Mackenzie Hofford (2nd year CI fellow, Washington University in St. Louis), Ed Kalpas (2nd year CI fellow, HonorHealth), and Jayson Marwaha (informatics postdoc, Harvard Medical School) chat with Dr. Karandeep Singh about responsible development, implementation, and evaluation of machine learning models in the context of his recent work examining the Epic Sepsis Model. Dr. Singh is an Assistant Professor of Learning Health Sciences, Internal Medicine, Urology, and Information at the University of Michigan, and is a widely-recognized leader in bringing machine learning models to the bedside. Links to Dr. Singh's recent work: - JAMA Internal Medicine paper on the Epic Sepsis Model: https://bit.ly/3pgP6Yd - R/Medicine Conference Keynote Speech (Aug 2021): https://youtu.be/l71wLKUr26E
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26 episodes
MP3•Episode home
Manage episode 308354282 series 1395779
Content provided by ACIF / Chase Parsons. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by ACIF / Chase Parsons or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
In this episode, podcast co-hosts Mackenzie Hofford (2nd year CI fellow, Washington University in St. Louis), Ed Kalpas (2nd year CI fellow, HonorHealth), and Jayson Marwaha (informatics postdoc, Harvard Medical School) chat with Dr. Karandeep Singh about responsible development, implementation, and evaluation of machine learning models in the context of his recent work examining the Epic Sepsis Model. Dr. Singh is an Assistant Professor of Learning Health Sciences, Internal Medicine, Urology, and Information at the University of Michigan, and is a widely-recognized leader in bringing machine learning models to the bedside. Links to Dr. Singh's recent work: - JAMA Internal Medicine paper on the Epic Sepsis Model: https://bit.ly/3pgP6Yd - R/Medicine Conference Keynote Speech (Aug 2021): https://youtu.be/l71wLKUr26E
…
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26 episodes
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