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Gilles Vandewiele

Perfectly predicting ICU length of stay: too good to be true

Nov 10, 2022
Sandeep Ramachandra, Gilles Vandewiele, David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke

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* 3 pages, 1 figure, 2 tables

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Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring

Jul 19, 2022
Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Nicolas Vandenbussche, Michael Rademaker, Gilles Vandewiele, Sofie Van Hoecke

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* The first two authors contributed equally. Submitted to Biomedical Signal Processing and Control

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GENESIM: genetic extraction of a single, interpretable model

Nov 17, 2016
Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke

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* Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems

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