4 code implementations • 8 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.
1 code implementation • 30 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.
1 code implementation • 23 Jul 2020 • James Jordon, Daniel Jarrett, Jinsung Yoon, Tavian Barnes, Paul Elbers, Patrick Thoral, Ari Ercole, Cheng Zhang, Danielle Belgrave, Mihaela van der Schaar
The clinical time-series setting poses a unique combination of challenges to data modeling and sharing.