Matthias Kirchler

ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics

Aiham Taleb, Matthias Kirchler, Remo Monti et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 63 citations

Genetic Modalities, Engineering, Machine Learning +24

transferGWAS: GWAS of images using deep transfer learning

Matthias Kirchler, Stefan Konigorski, Matthias Norden et al. · Bioinformatics · 2022 · 37 citations

Tracked Without a Trace

Matthias Kirchler, Dominik Herrmann, Jens Lindemann et al. · 2016 · 33 citations · Full text

Location Tracking, Engineering, Machine Learning +20

Identifying interpretable gene-biomarker associations with functionally informed kernel-based tests in 190,000 exomes

Remo Monti, Pia Rautenstrauch, Mahsa Ghanbari et al. · Nature Communications · 2022 · 13 citations · Full text

Two-sample Testing Using Deep Learning

Matthias Kirchler, Shahryar Khorasani, Marius Kloft et al. · International Conference on Artificial Intelligence and Statistics · 2020 · 10 citations

Convolutional Neural Network, Engineering, Machine Learning +17