Scholar
Christopher M. Sauer
Google Scholar ID: er5QMXsAAAAJ
Clinician Scientist, University Hospital Essen
Citations & Impact
Citations
580
H-index
11
i10-index
11
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Supports open science by publishing code for reproducibility; collaborates closely with institutions including Harvard T.H. Chan School, Massachusetts Institute of Technology, Charité Berlin, and TU Dresden.
Research Experience
- - Head of Junior Research Group at CARE.
- - Research areas include but are not limited to: stratification & prediction models, survival analysis, gradient boosting & neural networks, foundation models, and agentic AI frameworks.
- - Utilizes causal inference methods to distinguish statistical associations from true causal effects.
- - Analyzes EHR data and other publicly available datasets such as MIMIC-IV, eICU-CRD (US), AmsterdamUMCdb (Europe).
Education
- Specific educational background details not provided.
Background
- Clinician-scientist focusing on advanced analytics and real-world evidence to improve outcomes of cancer patients and the critically ill.
Miscellany
- Open to inquiries from those interested in learning more about CARE or considering a Bachelor, Master, MD, or PhD thesis in a dynamic and fun research environment.
Co-authors