Risk prediction of delirium in hospitalized patients using machine learning: An implementation and prospective evaluation study
Jauk, Stefanie, Kramer, Diether, Großauer, Birgit, Rienmüller, Susanne, Avian, Alexander, Berghold, Andrea, Leodolter, Werner, Schulz, Stefan
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2020)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2020)
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Journal Article
Waste Disposal Sites as All-You-Can Eat Buffets for Carrion Crows ( Corvus corone )
Preininger, Doris, Schoas, Bjoern, Kramer, Diether, Boeckle, Markus
Published in Animals (Basel) (04.05.2019)
Published in Animals (Basel) (04.05.2019)
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Journal Article
A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment
Lassnig, Alexander, Rienmueller, Theresa, Kramer, Diether, Leodolter, Werner, Baumgartner, Christian, Schroettner, Joerg
Published in BMC medical informatics and decision making (21.11.2019)
Published in BMC medical informatics and decision making (21.11.2019)
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Journal Article
Explaining Machine Learning Predictions of Decision Support Systems in Healthcare
Polat Erdeniz, Seda, Veeranki, Sai, Schrempf, Michael, Jauk, Stefanie, Ngoc Trang Tran, Thi, Felfernig, Alexander, Kramer, Diether, Leodolter, Werner
Published in Current directions in biomedical engineering (02.09.2022)
Published in Current directions in biomedical engineering (02.09.2022)
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Journal Article
EHR problem list clustering for improved topic-space navigation
Kreuzthaler, Markus, Pfeifer, Bastian, Vera Ramos, Jose Antonio, Kramer, Diether, Grogger, Victor, Bredenfeldt, Sylvia, Pedevilla, Markus, Krisper, Peter, Schulz, Stefan
Published in BMC medical informatics and decision making (04.04.2019)
Published in BMC medical informatics and decision making (04.04.2019)
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Journal Article
A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression
Lentzen, Manuel, Linden, Thomas, Veeranki, Sai, Madan, Sumit, Kramer, Diether, Leodolter, Werner, Frohlich, Holger
Published in IEEE journal of biomedical and health informatics (01.09.2023)
Published in IEEE journal of biomedical and health informatics (01.09.2023)
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Journal Article
Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study
Jauk, Stefanie, Kramer, Diether, Avian, Alexander, Berghold, Andrea, Leodolter, Werner, Schulz, Stefan
Published in Journal of medical systems (01.04.2021)
Published in Journal of medical systems (01.04.2021)
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Journal Article
1212 Modelling the potential effects of prophylactic salpingectomy at nongynecologic surgery
Sagmeister, Heidrun, Schierlinger-Brandmayr, Florian, Mauberger, Mario, Url, Philipp, Kramer, Diether, Sieghartsleitner, Elisa, Lax, Sigurd, Vössner, Siegfried, Tamussino, Karl
Published in International journal of gynecological cancer (10.03.2024)
Published in International journal of gynecological cancer (10.03.2024)
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Journal Article
Evaluation of a Machine Learning-Based Dysphagia Prediction Tool in Clinical Routine: A Prospective Observational Cohort Study
Jauk, Stefanie, Kramer, Diether, Veeranki, Sai Pavan Kumar, Siml-Fraissler, Angelika, Lenz-Waldbauer, Angelika, Tax, Ewald, Leodolter, Werner, Gugatschka, Markus
Published in Dysphagia (01.08.2023)
Published in Dysphagia (01.08.2023)
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Journal Article
Correction to: Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study
Jauk, Stefanie, Kramer, Diether, Avian, Alexander, Berghold, Andrea, Leodolter, Werner, Schulz, Stefan
Published in Journal of medical systems (01.04.2021)
Published in Journal of medical systems (01.04.2021)
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Journal Article
Development and Validation of a Multivariable Prediction Model for the Occurrence of Delirium in Hospitalized Gerontopsychiatry and Internal Medicine Patients
Kramer, Diether, Veeranki, Sai, Hayn, Dieter, Quehenberger, Franz, Leodolter, Werner, Jagsch, Christian, Schreier, Günter
Published in Studies in health technology and informatics (2017)
Published in Studies in health technology and informatics (2017)
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Journal Article
On the Representation of Machine Learning Results for Delirium Prediction in a Hospital Information System in Routine Care
Veeranki, Sai, Hayn, Dieter, Eggerth, Alphons, Jauk, Stefanie, Kramer, Diether, Leodolter, Werner, Schreier, Günter
Published in Studies in health technology and informatics (2018)
Published in Studies in health technology and informatics (2018)
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Journal Article
Development of a Machine Learning Model Predicting an ICU Admission for Patients with Elective Surgery and Its Prospective Validation in Clinical Practice
Jauk, Stefanie, Kramer, Diether, Stark, Günther, Hasiba, Karl, Leodolter, Werner, Schulz, Stefan, Kainz, Johann
Published in Studies in health technology and informatics (21.08.2019)
Published in Studies in health technology and informatics (21.08.2019)
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