| A comprehensive ML-based Respiratory Monitoring System for Physiological Monitoring & Resource Planning in the ICU M Hüser, X Lyu, M Faltys, A Pace, M Hoche, SL Hyland, H Yèche, ... medRxiv, 2024.01. 23.24301516, 2024 | 4 | 2024 |
| On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series R Kuznetsova, A Pace, M Burger, H Yèche, G Rätsch Machine Learning for Health (ML4H), 268-291, 2023 | 1 | 2023 |
| Multi-modal Graph Learning over UMLS Knowledge Graphs M Burger, G Rätsch, R Kuznetsova Machine Learning for Health (ML4H), 52-81, 2023 | 1 | 2023 |
| Python FPGA Programming with Data-Centric Multi-Level Design JF Licht, T De Matteis, T Ben-Nun, A Kuster, O Rausch, M Burger, ... arXiv preprint arXiv:2212.13768, 2022 | 1 | 2022 |
| DaCe-Data Centric Parallel Programming T Ben-Nun, TD Matteis, O Rausch, C Johnsen, S Raje, A Kuster, ... SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States), 2019 | 1 | 2019 |
| Multi-Modal Contrastive Learning for Online Clinical Time-Series Applications F Baldenweg, M Burger, G Rätsch, R Kuznetsova arXiv preprint arXiv:2403.18316, 2024 | | 2024 |
| Dynamic Survival Analysis for Early Event Prediction H Yèche, M Burger, D Veshchezerova, G Rätsch arXiv preprint arXiv:2403.12818, 2024 | | 2024 |
| FAMEWS: a Fairness Auditing tool for Medical Early-Warning Systems M Hoche, O Mineeva, M Burger, A Blasimme, G Rätsch medRxiv, 2024.02. 08.24302458, 2024 | | 2024 |
| Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs K Kapuśniak, M Burger, G Rätsch, A Joudaki arXiv preprint arXiv:2312.03865, 2023 | | 2023 |
| Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions S Jain, M Burger, G Rätsch, R Kuznetsova arXiv preprint arXiv:2311.07180, 2023 | | 2023 |
| Language Model Training Paradigms for Clinical Feature Embeddings Y Hu, M Burger, G Rätsch, R Kuznetsova arXiv preprint arXiv:2311.00768, 2023 | | 2023 |
| Critique of “Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility” by SCC Team From ETH Zurich M Burger, J Kleine IEEE Transactions on Parallel and Distributed Systems 32 (11), 2627-2630, 2021 | | 2021 |
| DaCeML O Rausch, T Ben-Nun, M Burger, S Li, A Ivanov, TD Matteis, L Ruckman SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States), 2020 | | 2020 |
