Matthias Hüser
SIB Swiss Institute of Bioinformatics(CH)ETH Zurich(CH)TriNetX (United States)(US)Lonza (Switzerland)(CH)
Publications by Year
Research Areas
Machine Learning in Healthcare, Sepsis Diagnosis and Treatment, Time Series Analysis and Forecasting, Healthcare Technology and Patient Monitoring, Hemodynamic Monitoring and Therapy
Most-Cited Works
- → Comprehensive Analysis of Alternative Splicing Across Tumors from 8,705 Patients(2018)943 cited
- → Early prediction of circulatory failure in the intensive care unit using machine learning(2020)422 cited
- SOM-VAE: Interpretable Discrete Representation Learning on Time Series(2018)
- → Improving Clinical Predictions through Unsupervised Time Series Representation Learning(2018)26 cited
- → Neighborhood Contrastive Learning Applied to Online Patient Monitoring(2021)18 cited
- Deep Self-Organization: Interpretable Discrete Representation Learning on Time Series(2018)
- → HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on\n High-resolution ICU Data(2021)14 cited
- → DPSOM: Deep Probabilistic Clustering with Self-Organizing Maps