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06/08/2023
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML
Medical applications of machine learning (ML) have experienced a surge i...
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04/13/2022
Improving generalization to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents
Adapting a Reinforcement Learning (RL) agent to an unseen environment is...
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09/30/2021
Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation
Detection of Out-of-Distribution (OOD) samples in real time is a crucial...
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06/05/2021
Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression
Modeling a system's temporal behaviour in reaction to external stimuli i...
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07/23/2020
Hide-and-Seek Privacy Challenge
The clinical time-series setting poses a unique combination of challenge...
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06/20/2019