Christopher Martin Sauer

According to our database, Christopher Martin Sauer authored at least 5 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Can one model fit all? Evaluating foundation models for time series forecasting across clinical medicine.

Gernot Pucher, Amin Dada, Aurel Agbodoyetin, Felix Nensa, Martin Schuler, Hans Christian Reinhardt, Jens Kleesiek, Christopher M. Sauer

Artif. Intell. Medicine, 2026

2025

The Power of Data Communities.

Lucas McCullum, Miguel Ángel Armengol de La Hoz, Catherine G. Bielick, Daniel K. Ebner, Amelia Fiske, Jack Gallifant, Judy W. Gichoya, Rahul Gorijavolu, Nura Izath, Anna E. Premo, Alice Rangel Teixeira, Christopher M. Sauer, Leo A. Celi

CoRR, August, 2025

Evaluating Zero-Shot Foundation Models for Time Series Forecasting in Clinical Settings: A Simulation Study with Electronic Health Records.

Gernot Pucher, Amin Dada, Felix Nensa, Martin Schuler, Christian Reinhardt, Jens Kleesiek, Christopher M. Sauer

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2023

Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients.

Jarne Verhaeghe, Thomas De Corte, Christopher M. Sauer, Tom Hendriks, Olivier W. M. Thijssens, Femke Ongenae, Paul W. G. Elbers, Jan J. De Waele, Sofie Van Hoecke

Int. J. Medical Informatics, July, 2023

2019

Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients.

Antonin Dauvin, Carolina Donado, Patrik Bachtiger, Ke-Chun Huang, Christopher Martin Sauer, Daniele Ramazzotti, Matteo Bonvini, Leo Anthony Celi, Molly J. Douglas

npj Digit. Medicine, 2019