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

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 often depends on the availability of site-specific training data. Without sufficient quantities of data, t...

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Detalles Bibliográficos
Autores principales: Desautels, Thomas, Calvert, Jacob, Hoffman, Jana, Mao, Qingqing, Jay, Melissa, Fletcher, Grant, Barton, Chris, Chettipally, Uli, Kerem, Yaniv, Das, Ritankar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5470861/
https://www.ncbi.nlm.nih.gov/pubmed/28638239
http://dx.doi.org/10.1177/1178222617712994

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5470861/
https://www.ncbi.nlm.nih.gov/pubmed/28638239
http://dx.doi.org/10.1177/1178222617712994

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