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Robin van de Water
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The Care2Report System: Automated Medical Reporting as an Integrated Solution to Reduce Administrative Burden in Healthcare.
L Maas, M Geurtsen, F Nouwt, SF Schouten, R Van De Water, ...
HICSS, 1-10, 2020
212020
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML
R Van De Water, H Schmidt, P Elbers, P Thoral, B Arnrich, ...
The Twelfth International Conference on Learning Representations (ICLR) 2024, 2023
42023
Farming Your ML-based Query Optimizer's Food
R Van De Water, F Ventura, Z Kaoudi, JA Quiané-Ruiz, V Markl
2022 IEEE 38th International Conference on Data Engineering (ICDE), 3186-3189, 2022
22022
Farm Your ML-based Query Optimizer’s Food!–Human-Guided Training Data Generation–
R Van De Water, F Ventura, Z Kaoudi, J Quiane-Ruiz, V Markl
CIDR, 2022
22022
A Real-Time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-Based Human Activity Recognition
O Konak, A Wischmann, R van De Water, B Arnrich
Proceedings of the 8th International Workshop on Sensor-Based Activity …, 2023
12023
Differentially-Private Federated Learning with Non-IID Data for Surgical Risk Prediction
B Pfitzner, MM Maurer, A Winter, C Riepe, IM Sauer, R Van de Water, ...
2024 IEEE First International Conference on Artificial Intelligence for …, 2024
2024
HARE: Unifying the Human Activity Recognition Engineering Workflow
O Konak, R van de Water, V Döring, T Fiedler, L Liebe, L Masopust, ...
Sensors 23 (23), 9571, 2023
2023
Combining Time Series Modalities to Create Endpoint-driven Patient Records
R van de Water, A Winter, MM Maurer, FA Treykorn, B Pfitzner, IM Sauer, ...
Combining Hospital-grade Clinical Data and Wearable Vital Sign Monitoring to Predict Surgical Complications
R van de Water, A Winter, MM Maurer, FA Treykorn, D Zuluaga, B Pfitzner, ...
Medical Event Data Standard (MEDS): Facilitating Machine Learning for Health
B MEDS Working Group: Arnrich, E Choi, JA Fries, MBA McDermott, J Oh, ...
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