Conference Content

Learn more about who, what, when, and where.
2 of 4
Next

In & Out of the Hub

This is your portal to access more content in the Virtual Hub.
1 of 4
Next

Live Content

On these streams you will find live content happening during the conference.
4 of 4
Close

Connect with others

These spaces are built specifically for you to connect with others at the conference.
3 of 4
Next
← Back to Agenda
Tutorial
March
4
14:00
-
15:30
UTC
Join Meeting
Add to Calendar 3/4/21 14:00 3/4/21 15:30 UTC From Publishing to Practice: Bringing AI Model Monitoring to a Healthcare Setting Check out this session on the FAccT Hub. https://2021/facctconference.org/conference-agenda/from-publishing-to-practice-bringing-ai-model-monitoring-to-a-healthcare-setting
Practice Track

From Publishing to Practice: Bringing AI Model Monitoring to a Healthcare Setting

Brian Powers, Brent Sundheimer, John P Dickerson, Liz O'Sullivan
Join the Conversation
Checkout Our Tutorial Page

Abstract

In this tutorial, we focus on translation of general AI governance techniques to “boots on the ground” healthcare settings. That translation comes with terminology and vocabulary challenges, data quality and paucity issues, and legal and ethical barriers. Indeed, an ad hoc feedback loop is beginning to form between practitioners in healthcare and “traditional” AI/ML researchers, wherein the preferences and needs of practitioners are fed back into AI/ML research communities, who then adjust and build new tools that translate back into practice. This tutorial adds to that nascent movement, focusing on translational issues that arise between these two communities.

Recorded Live Session

This live session has not been uploaded yet. Check back soon or check out the live session.