Diether Kramer

Machine Learning Based Risk Prediction for Major Adverse Cardiovascular Events

P. Rainer, M. Schrempf, W. Leodolter, 2021, dHealth.

Risk prediction of delirium in hospitalized patients using machine learning: An implementation and prospective evaluation study

Stefan Schulz, Stefanie Jauk, Diether Kramer, 2020, J. Am. Medical Informatics Assoc..

Multivariable Risk Prediction of Dysphagia in Hospitalized Patients Using Machine Learning

Stefanie Jauk, Diether Kramer, Werner Leodolter, 2020, dHealth.

EHR problem list clustering for improved topic-space navigation

Stefan Schulz, Markus Kreuzthaler, Diether Kramer, 2019, BMC Medical Informatics and Decision Making.

Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study

Stefanie Jauk, Diether Kramer, Werner Leodolter, 2021, Journal of Medical Systems.

A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression

T. Lindén, S. Madan, W. Leodolter, 2022, medRxiv.

Development of a Machine Learning Model Predicting an ICU Admission for Patients with Elective Surgery and Its Prospective Validation in Clinical Practice

Stefan Schulz, Stefanie Jauk, Diether Kramer, 2019, MedInfo.

A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment

Theresa Margarethe Rienmüller, Christian Baumgartner, Diether Kramer, 2019, BMC Medical Informatics and Decision Making.

Frail People in LABLand: Development of an Easy-to-Use Machine Learning Model to Identify Frail People in Hospitals Based on Laboratory Data

P. Mrak, M. Schrempf, F. Feichtner, 2023, dHealth.

Employing Nudge Theory and Persuasive Principles with Explainable AI in Clinical Decision Support

Thi Ngoc Trang Tran, Seda Polat Erdeniz, M. Schrempf, 2023, 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Clinical evaluation of a machine learning-based dysphagia risk prediction tool

Marlies Feiner, Stefanie Jauk, Diether Kramer, 2024, European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery.