Searched for: author%3A%22van+Hilten%2C+Arno%22
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van Hilten, Arno (author), Kushner, Steven A. (author), Kayser, Manfred (author), Arfan Ikram, M. (author), Adams, Hieab H.H. (author), Klaver, Caroline C.W. (author), Niessen, W.J. (author), Roshchupkin, Gennady V. (author)
Applying deep learning in population genomics is challenging because of computational issues and lack of interpretable models. Here, we propose GenNet, a novel open-source deep learning framework for predicting phenotypes from genetic variants. In this framework, interpretable and memory-efficient neural network architectures are constructed...
journal article 2021
document
van Hilten, Arno (author)
Cardiovascular diseases and stroke are currently the leading causes of death worldwide. Atherosclerotic plaque is a mostly asymptotic vascular disease, but rupture of an atherosclerotic plaque in the carotid artery could lead to stroke. Automated segmentation of plaque components could help improve risk assessment by producing fast and reliable...
master thesis 2018