Oliver Kumpf

Berlin, BE, Germany

Last Updated: 09/26/2026

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Found 31 publications

LLM-Assisted Clinical Data Harmonization: Combining Automated ETL Generation with Semantic Vocabulary Mapping for OMOP CDM.

LLM-Assisted Clinical Data Harmonization: Combining Automated ETL Generation with Semantic Vocabulary Mapping for OMOP CDM.

Journal: Studies in health technology and informatics

Published: July 03, 2026

Post-Intensive Care Syndrome - The Potential of Digital Aftercare for Integrated Cross-Sectoral Care

Post-Intensive Care Syndrome - The Potential of Digital Aftercare for Integrated Cross-Sectoral Care

Journal: Deutsche medizinische Wochenschrift (1946)

Published: May 29, 2026

Bridging Theory and Practice: A Matrix-Based Approach to Teaching Medical Data Science with MIMIC-IV Demo Dataset.

Bridging Theory and Practice: A Matrix-Based Approach to Teaching Medical Data Science with MIMIC-IV Demo Dataset.

Journal: Studies in health technology and informatics

Published: May 23, 2026

Interpretable Feature Extraction from Clinical Notes for Sepsis Prediction: Comparing Rule-Based, LLM, and Hybrid Approaches.

Interpretable Feature Extraction from Clinical Notes for Sepsis Prediction: Comparing Rule-Based, LLM, and Hybrid Approaches.

Journal: Studies in health technology and informatics

Published: May 23, 2026

How to ensure successful patient-centered communication on the intensive care unit? : Key points of communication in intensive care medicine of the psychological care structures section, the quality and economy section and the ethics section of the German Interdisciplinary Association for Intensive Care and Emergency Medicine (DIVI)

How to ensure successful patient-centered communication on the intensive care unit? : Key points of communication in intensive care medicine of the psychological care structures section, the quality and economy section and the ethics section of the German Interdisciplinary Association for Intensive Care and Emergency Medicine (DIVI)

Journal: Die Anaesthesiologie

Published: September 29, 2025

Computer-Interpretable Quality Indicators for Intensive Care Medicine: Development and Validation Study.

Computer-Interpretable Quality Indicators for Intensive Care Medicine: Development and Validation Study.

Journal: Journal of medical Internet research

Published: May 07, 2025

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

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

Journal: Journal of medical Internet research

Published: February 18, 2025

Position paper of DGKL and DIVI on requirements for laboratory services in intensive care and emergency medicine

Position paper of DGKL and DIVI on requirements for laboratory services in intensive care and emergency medicine

Journal: Medizinische Klinik, Intensivmedizin und Notfallmedizin

Published: August 26, 2024

The impact of adhering to a quality indicator for sedation, analgesia, and delirium management on costs, revenues, and clinical outcomes in intensive care in Germany: A retrospective observational study.

The impact of adhering to a quality indicator for sedation, analgesia, and delirium management on costs, revenues, and clinical outcomes in intensive care in Germany: A retrospective observational study.

Journal: PloS one

Published: February 26, 2024

Functional requirements of patient data management systems in intensive care medicine

Functional requirements of patient data management systems in intensive care medicine

Journal: Medizinische Klinik, Intensivmedizin und Notfallmedizin

Published: October 27, 2023

Corrigendum to "Dissecting the genetic heterogeneity of gastric cancer".

Corrigendum to "Dissecting the genetic heterogeneity of gastric cancer".

Journal: EBioMedicine

Published: July 22, 2023

Dissecting the genetic heterogeneity of gastric cancer.

Dissecting the genetic heterogeneity of gastric cancer.

Journal: EBioMedicine

Published: December 21, 2022

Showing 1-12 of 31

Last Updated: 09/26/2026