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- Title
Transfer and transport: incorporating causal methods for improving predictive models.
- Authors
Singleton, Kyle W.; Bui, Alex A. T.; Hsu, William
- Abstract
A review is presented for the article "A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions," by Wiens, Guttag and Horvitz, published within the same issue on accurate models of predicting patient outcome, with information on clinician expectations and medical decision making in patient treatment.
- Subjects
HEALTH outcome assessment; DECISION making in clinical medicine; PREDICTION models
- Publication
Journal of the American Medical Informatics Association, 2014, Vol 21, Issue e2, pe374
- ISSN
1067-5027
- Publication type
Article
- DOI
10.1136/amiajnl-2014-002968