Patrick Rockenschaub

17PUBLICATIONS
98CO-AUTHORS
Data qualityProteomics and metabolomicsRespiratory diseasesCardiology (incl. cardiovascular diseases)Electronic device and system performance evaluation, testing and simulation
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Publications (17)

|Aug 26, 2026
MEDS - An Emerging Data Standard and Ecosystem for Health AI Research.

|Mar 24, 2026
The Impact of Evaluation Strategy on Sepsis Prediction Model Performance Metrics in Intensive Care Data: Retrospective Cohort Study.

Dang-Khoa Do, Patrick Rockenschaub, Sebastian Daniel Boie

|Nov 21, 2025
AI-ECG-derived biological age as a predictor of mortality in cardiovascular and acute care patients.

Daniel Pavluk, Fabian Theurl, Samuel Proell

|Oct 20, 2025
Smoking as a Risk Factor for Cardiovascular Disease in Females and Males: Observational and Mendelian Randomisation Analyses in the UK Biobank.

Sophie C de Ruiter, Lena Tschiderer, Diederick E Grobbee

|Feb 20, 2025
Weather-Associated Variations of Device-Detected Severe Sleep Apnea in Cardiac Pacemaker Patients.

Valentin Bilgeri, Philipp Spitaler, Patrick Rockenschaub

|Jul 03, 2024
The Impact of Multi-Institution Datasets on the Generalizability of Machine Learning Prediction Models in the ICU.

Patrick Rockenschaub, Adam Hilbert, Tabea Kossen

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Frequent Collaborators

4 joint publications

Laura Shallcross

3 joint publications

Axel Bauer

2 joint publications

Brendon L Neuen

2 joint publications

Fabian Barbieri