Patrick Rockenschaub

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Health Informatics

Top Venues

Publications

Patrick Rockenschaub, Zhicong Xian, Alireza Zamanian, Marta Piperno, Octavia-Andreea Ciora, Elisabeth Pachl, Narges Ahmidi
Robust prediction under missingness shifts. CoRR (2024)
Robin Van De Water, Hendrik Schmidt, Paul W. G. Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML. ICLR (2024)
Xudong Sun, Carla Feistner, Alexej Gossmann, George Schwarz, Rao Muhammad Umer, Lisa Beer, Patrick Rockenschaub, Rahul Babu Shrestha, Armin Gruber, Nutan Chen, Sayedali Shetab Boushehri, Florian Buettner, Carsten Marr
DomainLab: A modular Python package for domain generalization in deep learning. CoRR (2024)
Patrick Rockenschaub, Adam Hilbert, Tabea Kossen, Falk von Dincklage, Vince Istvan Madai, Dietmar Frey
From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU. CoRR (2023)
Robin Van De Water, Hendrik Schmidt, Paul W. G. Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML. CoRR (2023)
Oliver Carr, Avelino Javer, Patrick Rockenschaub, Owen Parsons, Robert Dürichen
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes. CoRR (2021)
Oliver Carr, Avelino Javer, Patrick Rockenschaub, Owen Parsons, Robert Dürichen
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes. ML4H@NeurIPS (2021)