Search Results for author: William W. Stead

Found 2 papers, 0 papers with code

Unsupervised Discovery of Clinical Disease Signatures Using Probabilistic Independence

no code implementations8 Feb 2024 Thomas A. Lasko, John M. Still, Thomas Z. Li, Marco Barbero Mota, William W. Stead, Eric V. Strobl, Bennett A. Landman, Fabien Maldonado

Insufficiently precise diagnosis of clinical disease is likely responsible for many treatment failures, even for common conditions and treatments.

Why Do Probabilistic Clinical Models Fail To Transport Between Sites?

no code implementations8 Nov 2023 Thomas A. Lasko, Eric V. Strobl, William W. Stead

The rising popularity of artificial intelligence in healthcare is highlighting the problem that a computational model achieving super-human clinical performance at its training sites may perform substantially worse at new sites.

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