REM: An Integrative Rule Extraction Methodology for Explainable Data Analysis in Healthcare
Zohreh Shams, Botty Dimanov, Sumaiyah Kola, Nikola Simidjievski, Helena Andrés-Terré, Paul C. Scherer, Urška Matjašec, Jean Abraham, Mateja Jamnik, Píetro Lió
REM extracts interpretable rules from deep learning and non-deep learning models to enhance explainability in healthcare decision-making.
bioRxiv · Jan 22, 2021 · PreprintBioinformatics