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

Jauk S, Kramer D, Stark G, Hasiba K, Leodolter W, Schulz S, Kainz J. | June 2017
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An Improvised Classification Model for Predicting Delirium.

Jauk S, Kramer D, Stark G, Hasiba K, Leodolter W, Schulz S, Kainz J. | September 2019
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Information Adapted Machine Learning Models for Prediction in Clinical Workflow.

Jauk S, Kramer D, Quehenberger F, Veeranki SP, Hayn D, Schreier G, Leodolter W. | June 2019
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On the Representation of Machine Learning Results for Delirium Prediction in a Hospital Information System in Routine Care.

Veeranki S, Hayn D, Eggerth A, Jauk S, Kramer D, Leodolter W, et al. | August 2018
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Evaluating the Impact of Incorrect Diabetes Coding on the Performance of Multivariable Prediction Models.

Jauk S, Kramer D, Schulz S, Leodolter W. | July 2018
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Cleansing and Imputation of Body Mass Index Data and its Impact on a Machine Learning Based Prediction Model.

Jauk S, Kramer D, Leodolter W. | June 2018
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