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Failure Cases
4 posts
AI Healthcare models often have poor generalization, which in turn limits their use [the reproducibility issue] — Foundation Models can help
This is a republication of the paper “The Epic Sepsis Model Falls Short — The Importance of External Validation” with…
Too Much AI May Not Be Good for Your Health or the NHS
Grand promises that the technology could transform healthcare have struggled to bear fruit, with plenty of patient data…
The Epic Sepsis Model Falls Short — The Importance of External Validation
The ESM did not identify 67% of patients with sepsis, despite generating alerts for an ESM score of 6…
Hundreds of AI tools have been built to catch covid. None of them helped.
Some have been used in hospitals, despite not being properly tested. But the pandemic could help make medical…
