102 citations · 131 across the 7 of their papers we have counts for
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cs.LG2021
Towards Trustworthy Cross-patient Model Development
Ali El-Merhi, Helena Odenstedt Hergés, Linda Block +4
Machine learning is used in medicine to support physicians in examination, diagnosis, and predicting outcomes. One of the most dynamic area is the usage of patient generated health…
cs.SE2021
Robust Machine Learning in Critical Care -- Software Engineering and Medical Perspectives
Miroslaw Staron, Helena Odenstedt Hergés, Silvana Naredi +4
Using machine learning in clinical practice poses hard requirements on explainability, reliability, replicability and robustness of these systems. Therefore, developing reliable so…