most citedAssessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-making

153 citations · 178 across the 7 of their papers we have counts for

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q-bio.QM2022

A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data

Magdalena Wysocka, Oskar Wysocki, Marie Zufferey +2

There is an increasing interest in the use of Deep Learning (DL) based methods as a supporting analytical framework in oncology. However, most direct applications of DL will delive…

q-bio.QM2022

Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy

Alex Bogatu, Magdalena Wysocka, Oskar Wysocki +4

Cytokine release syndrome (CRS), also known as cytokine storm, is one of the most consequential adverse effects of chimeric antigen receptor therapies that have shown promising res…