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AI Health Portal
4 posts
Making the Case for Foundation Models, trained on large amounts of unlabeled data: How Foundation Models can advance AI in Healthcare
This is a republication of the article” How Foundation Models Can Advance AI in Healthcare”, published by HAI…
Developing, deploying, and maintaining AI models in Healthcare has high costs and replicability issues — Foundation Models come to the rescue.
This is a republication of the article” How Foundation Models Can Advance AI in Healthcare”, published by HAI…
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…
AI Healthcare has development, implementation and reproducibility issues — out of ~600 models for COVID-19, almost none were deployed for use in patient care
This is a republication of the paper “Prediction models for diagnosis and prognosis of covid-19: systematic review and…
