632 citations · 1.7k across the 18 of their papers we have counts for
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Explaining the Model and Feature Dependencies by Decomposition of the Shapley Value
Joran Michiels, Maarten De Vos, Johan Suykens
Shapley values have become one of the go-to methods to explain complex models to end-users. They provide a model agnostic post-hoc explanation with foundations in game theory: what…
From the digital twins in healthcare to the Virtual Human Twin: a moon-shot project for digital health research
Marco Viceconti, Maarten De Vos, Sabato Mellone +1
The idea of a systematic digital representation of the entire known human pathophysiology, which we could call the Virtual Human Twin, has been around for decades. To date, most re…
Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography
Navin Cooray, Zhenglin Li, Jinzhuo Wang +6
Numerous sleep disorders are characterised by movement during sleep, these include rapid-eye movement sleep behaviour disorder (RBD) and periodic limb movement disorder. The proces…