Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting

Thomas Desautels; Jacob Calvert; Jana Hoffman; Qingqing Mao; Melissa Jay; Grant Fletcher; Chris Barton; Uli Chettipally; Yaniv Kerem; Ritankar Das

Journal ArticleOPEN ACCESS

Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting

Desautels T
Calvert J
Hoffman J
et al.

Biomedical Informatics Insights (2017) 9 117822261771299

DOI: 10.1177/1178222617712994

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Abstract

Algorithm–based clinical decision support (CDS) systems associate patient-derived health data with outcomes of interest, such as in-hospital mortality. However, the quality of such associations oft...

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APA

Desautels, T., Calvert, J., Hoffman, J., Mao, Q., Jay, M., Fletcher, G., … Das, R. (2017). Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting. Biomedical Informatics Insights, 9, 117822261771299. https://doi.org/10.1177/1178222617712994

Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting

Abstract

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