Werner Leodolter

20 papers Journal 6Unranked 14

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression. IEEE J. Biomed. Health Informatics Manuel Lentzen, Thomas Linden, Sai Veeranki, Sumit Madan, Diether Kramer, Werner Leodolter, Holger Fröhlich
2022	—	`conf`	Development of an Architecture to Implement Machine Learning Based Risk Prediction in Clinical Routine: A Service-Oriented Approach. dHealth Michael Schrempf, Seda Polat Erdeniz, Diether Kramer, Stefanie Jauk, Sai Pavan Kumar Veeranki, Werner Ribitsch, Werner Leodolter, Peter P. Rainer
2022	—	`conf`	External Validation of a Machine Learning Based Delirium Prediction Software in Clinical Routine. dHealth Stefanie Jauk, Sai Pavan Kumar Veeranki, Diether Kramer, Stefan Högler, David Mühlecker, Erwin Eberhartl, Arthur Schueler, Christian Chvosta, Wolfgang Strasser, Reinhold Strasser, Werner Leodolter
2021	J	`jnl`	Correction to: Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study. J. Medical Syst. Stefanie Jauk, Diether Kramer, Alexander Avian, Andrea Berghold, Werner Leodolter, Stefan Schulz
2021	—	`conf`	Machine Learning Based Risk Prediction for Major Adverse Cardiovascular Events. dHealth Michael Schrempf, Diether Kramer, Stefanie Jauk, Sai Pavan Kumar Veeranki, Werner Leodolter, Peter P. Rainer
2021	J	`jnl`	Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study. J. Medical Syst. Stefanie Jauk, Diether Kramer, Alexander Avian, Andrea Berghold, Werner Leodolter, Stefan Schulz
2020	—	`conf`	Multivariable Risk Prediction of Dysphagia in Hospitalized Patients Using Machine Learning. dHealth Anna-Maria Lienhart, Diether Kramer, Stefanie Jauk, Markus Gugatschka, Werner Leodolter, Thomas Schlegl
2020	J	`jnl`	Risk prediction of delirium in hospitalized patients using machine learning: An implementation and prospective evaluation study. J. Am. Medical Informatics Assoc. Stefanie Jauk, Diether Kramer, Birgit Großauer, Susanne Rienmüller, Alexander Avian, Andrea Berghold, Werner Leodolter, Stefan Schulz
2019	J	`jnl`	A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment. BMC Medical Informatics Decis. Mak. Alexander Lassnig, Theresa Rienmüller, Diether Kramer, Werner Leodolter, Christian Baumgartner, Joerg Schroettner
2019	—	`conf`	An Improvised Classification Model for Predicting Delirium. MedInfo Sai Pavan Kumar Veeranki, Dieter Hayn, Stefanie Jauk, Franz Quehenberger, Diether Kramer, Werner Leodolter, Günter Schreier
2019	—	`conf`	Development of a Machine Learning Model Predicting an ICU Admission for Patients with Elective Surgery and Its Prospective Validation in Clinical Practice. MedInfo Stefanie Jauk, Diether Kramer, Günther Stark, Karl Hasiba, Werner Leodolter, Stefan Schulz, Johann Kainz
2019	—	`conf`	Information Adapted Machine Learning Models for Prediction in Clinical Workflow. dHealth Stefanie Jauk, Diether Kramer, Franz Quehenberger, Sai Pavan Kumar Veeranki, Dieter Hayn, Günter Schreier, Werner Leodolter
2019	—	`conf`	Is Regular Re-Training of a Predictive Delirium Model Necessary After Deployment in Routine Care? dHealth Sai Pavan Kumar Veeranki, Diether Kramer, Dieter Hayn, Stefanie Jauk, Alphons Eggerth, Franz Quehenberger, Werner Leodolter, Günter Schreier
2018	—	`conf`	Cleansing and Imputation of Body Mass Index Data and Its Impact on a Machine Learning Based Prediction Model. eHealth Stefanie Jauk, Diether Kramer, Werner Leodolter
2018	—	`conf`	Evaluating the Impact of Incorrect Diabetes Coding on the Performance of Multivariable Prediction Models. ICIMTH Stefanie Jauk, Diether Kramer, Stefan Schulz, Werner Leodolter
2018	—	`conf`	On the Representation of Machine Learning Results for Delirium Prediction in a Hospital Information System in Routine Care. ICIMTH Sai Veeranki, Dieter Hayn, Alphons Eggerth, Stefanie Jauk, Diether Kramer, Werner Leodolter, Günter Schreier
2017	—	`conf`	Development and Validation of a Multivariable Prediction Model for the Occurrence of Delirium in Hospitalized Gerontopsychiatry and Internal Medicine Patients. eHealth Diether Kramer, Sai Veeranki, Dieter Hayn, Franz Quehenberger, Werner Leodolter, Christian Jagsch, Günter Schreier
2003	—	`conf`	PACS as a driver for integrating healthcare systems. CARS Werner Leodolter, Karl Kocever
2000	J	`jnl`	HIS purchase projects in public hospitals of Styria, Austria. Int. J. Medical Informatics Günther Gell, Miroslav Madjaric, Werner Leodolter, Wolfgang Köle, Hubert Leitner
1999	—	`conf`	HIS Purchase Project: Preliminary Report. MIE Miroslav Madjaric, Werner Leodolter, Hubert Leitner, Günther Gell