5 citations · 10 across the 4 of their papers we have counts for
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cs.LG2021★ 4 cited
Deep Denerative Models for Drug Design and Response
Karina Zadorozhny, Lada Nuzhna
Designing new chemical compounds with desired pharmaceutical properties is a challenging task and takes years of development and testing. Still, a majority of new drugs fail to pro…
cs.LG2021
Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation
Karina Zadorozhny, Patrick Thoral, Paul Elbers +1
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. Despite a growing number of un…