A1 Journal article (refereed)
Predicting hospital associated disability from imbalanced data using supervised learning (2019)

Saarela, M., Ryynänen, O.-P., & Äyrämö, S. (2019). Predicting hospital associated disability from imbalanced data using supervised learning. Artificial Intelligence in Medicine, 95, 88-95. https://doi.org/10.1016/j.artmed.2018.09.004

JYU authors or editors

Publication details

All authors or editors: Saarela, Mirka; Ryynänen, Olli-Pekka; Äyrämö, Sami

Journal or series: Artificial Intelligence in Medicine

ISSN: 0933-3657

eISSN: 1873-2860

Publication year: 2019

Volume: 95

Issue number: 0

Pages range: 88-95

Publisher: Elsevier B.V.

Publication country: Netherlands

Publication language: English

DOI: https://doi.org/10.1016/j.artmed.2018.09.004

Publication open access: Not open

Publication channel open access: 

Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/64177

Keywords: data mining; machine learning; forecasts; elderly; disabilities; hospital care

Free keywords: hospital associated disability; random forest

Contributing organizations

Ministry reporting: Yes

Reporting Year: 2019

JUFO rating: 2