Machine Learning Approaches for Predicting High Utilizers in Health Care
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-56154-7_35
Reference22 articles.
1. AHRQ: Agency for healthcare research and quality, clinical classifications software (CCS) (2015)
2. Ashutosh, K., Lee, H., Mohan, C.K., Ranka, S.R., Mehrotra, K., Alexander, C.: Prediction criteria for successful weaning from respiratory support: statistical and connectionist analyses. Crit. Care 20, 1295–1301 (1992)
3. Berk, M.L., Monheit, A.C.: The concentration of health expenditures: an update. Health Aff. 11(4), 145–149 (1992)
4. Blumenthal, D., Chernof, B., Fulmer, T., Lumpkin, J., Selberg, J.: Caring for high-need, high-cost patients an urgent priority. N. Engl. J. Med. 375(10), 909–911 (2016)
5. Chen, T., Guestrin, C.: XGBoost: a scalable tree boosting system. arXiv preprint arXiv:1603.02754 (2016)
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