Why Do Probabilistic Clinical Models Fail To Transport Between Sites?

Why Do Probabilistic Clinical Models Fail To Transport Between Sites?

8 November 2023

Thomas A. Lasko

William W Stead

Papers citing "Why Do Probabilistic Clinical Models Fail To Transport Between Sites?"

5 / 5 papers shown

Title
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model Validation Bradley Segal Joshua Fieggen David A. Clifton Lei A. Clifton OOD SyDa 45 0 0 29 Apr 2025
Sample-Specific Root Causal Inference with Latent Variables Eric V. Strobl Thomas A. Lasko CML 21 7 0 27 Oct 2022
Neural Networks and the Chomsky Hierarchy Grégoire Delétang Anian Ruoss Jordi Grau-Moya Tim Genewein L. Wenliang ... Chris Cundy Marcus Hutter Shane Legg Joel Veness Pedro A. Ortega UQCV 94 129 0 05 Jul 2022
Identifying Patient-Specific Root Causes with the Heteroscedastic Noise Model Eric V. Strobl Thomas A. Lasko CML 53 32 0 25 May 2022
A Review of Generalizability and Transportability Irina Degtiar Sherri Rose CML 23 202 0 23 Feb 2021