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Tinglong Dai

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Tinglong Dai is the Bernard T. Ferrari Professor of Business and Professor of Operations Management and Business Analytics at the… more

Tinglong Dai
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Reposted by: Tinglong Dai

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by Tinglong Dai — Reposted by: David Simchi‐Levi

by Tinglong Dai

by Tinglong Dai

Reposted by: Tinglong Dai

Reposted by: Tinglong Dai

Reposted by: Tinglong Dai

Reposted by: Tinglong Dai

Reposted by: Tinglong Dai

Reposted by: Tinglong Dai

by Tinglong Dai

Reposted by: Tinglong Dai

Reposted by: Tinglong Dai

by Tinglong Dai

by Tinglong Dai

Reposted by: Tinglong Dai

jamahealthforum.com
FDA-cleared #AI medical devices often experience recalls shortly after clearance, particularly those without clinical validation and produced by publicly traded companies. ja.ma/3UFrZqI
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by Tinglong Dai

by Tinglong Dai

Reposted by: Tinglong Dai

by Tinglong Dai

tinglongdai.com
Medical AI is as much about forgetting as it is about learning.

Even if data are deleted, models can still remember what they learned. That’s why “machine unlearning” is emerging as a crucial frontier for privacy, regulation, and trust.

New in Health Affairs: www.healthaffairs.org/content/fore...
Unlearning In Medical AI: A New Frontier For Privacy, Regulation, And Trust | Health Affairs Forefront
Even if data are removed from a system, it’s possible that an AI model may still be retaining the ‘lessons’ it learned from training on that data in the past.
www.healthaffairs.org

by Tinglong Dai

by Tinglong Dai

Reposted by: Tinglong Dai

Reposted by: Tinglong Dai

jamahealthforum.com
FDA-cleared #AI medical devices often experience recalls shortly after clearance, particularly those without clinical validation and produced by publicly traded companies. ja.ma/4lFOjeA
Figure 2. Recall Counts, Cause, and Affected Units by Commercialization Model
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by Tinglong Dai

tinglongdai.com
In our new @jamahealthforum.com paper, we examined timing and drivers of FDA-cleared AI medical device recalls

We show publicly traded companies’ products are far more likely to be recalled. Such recalls often occur within 1st year & with no human testing

Read more: jamanetwork.com/journals/jam...
Early Recalls and Clinical Validation Gaps in Artificial Intelligence–Enabled Medical Devices
This cross-sectional study examines whether lack of clinical validation and publicly traded manufacturer status were associated with recalls of artificial intelligence–enabled medical devices that had...
jamanetwork.com
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