Matthias Hüser

Comprehensive Analysis of Alternative Splicing Across Tumors from 8,705 Patients

André Kahles, Kjong-Van Lehmann, Nora C. Toussaint et al. · Cancer Cell · 2018 · 934 citations · Full text

Early prediction of circulatory failure in the intensive care unit using machine learning

Stephanie L. Hyland, Martin Faltys, Matthias Hüser et al. · Nature Medicine · 2020 · 408 citations · Full text

Prognostic Evaluation, Heart Failure, Machine Learning +11

SOM-VAE: Interpretable Discrete Representation Learning on Time Series

Vincent Fortuin, Matthias Hüser, Francesco Locatello et al. · arXiv (Cornell University) · 2018 · 60 citations · Full text

Engineering, Machine Learning, Data Science +13

SOM-VAE: Interpretable Discrete Representation Learning on Time Series

Vincent Fortuin, Matthias Hüser, Francesco Locatello et al. · arXiv (Cornell University) · 2018 · 28 citations · Full text

Engineering, Machine Learning, Data Science +13

Improving Clinical Predictions through Unsupervised Time Series Representation Learning

Xinrui Lyu, Matthias Hüser, Stephanie L. Hyland et al. · arXiv (Cornell University) · 2018 · 26 citations · Full text

Structured Prediction, Engineering, Machine Learning +16