Search Results for author: Patrick Thoral

Found 3 papers, 3 papers with code

Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML

4 code implementations8 Jun 2023 Robin van de Water, Hendrik Schmidt, Paul Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub

Datasets and code are not always published, and cohort definitions, preprocessing pipelines, and training setups are difficult to reproduce.

Benchmarking Kidney Function

Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation

1 code implementation30 Sep 2021 Karina Zadorozhny, Patrick Thoral, Paul Elbers, Giovanni Cinà

Detection of Out-of-Distribution (OOD) samples in real time is a crucial safety check for deployment of machine learning models in the medical field.

BIG-bench Machine Learning Out-of-Distribution Detection +2

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