GenNet framework: interpretable deep learning for predicting phenotypes from genetic data

1 code implementation • Nature Communications Biology 2021 • Arno van Hilten, Seven A. Kushner, Manfred Kayser, M. Arfan Ikram, Hieab H. H. Adams, Caroline C. W. Klaver, Wiro J. Niessen, Gennady V. Roshchupkin

Here, we propose GenNet, a novel open-source deep learning framework for predicting phenotypes from genetic variants.

Efficient Neural Network Genetic Risk Prediction

A Survey of Crowdsourcing in Medical Image Analysis

no code implementations • 25 Feb 2019 • Silas Ørting, Andrew Doyle, Arno van Hilten, Matthias Hirth, Oana Inel, Christopher R. Madan, Panagiotis Mavridis, Helen Spiers, Veronika Cheplygina

Despite the growing popularity of this approach, there has not yet been a comprehensive literature review to provide guidance to researchers considering using crowdsourcing methodologies in their own medical imaging analysis.