Learning hidden patterns from patient multivariate time series data using convolutional neural networks: A case study of healthcare cost prediction-Reference-Cited by-同舟云学术

Learning hidden patterns from patient multivariate time series data using convolutional neural networks: A case study of healthcare cost prediction

Published:2020-11 Issue: Volume:111 Page:103565
ISSN:1532-0464
Container-title:Journal of Biomedical Informatics
language:en
Short-container-title:Journal of Biomedical Informatics

Author:

Morid Mohammad Amin,Sheng Olivia R. Liu,Kawamoto Kensaku,Abdelrahman Samir^ORCID

Funder

University of Utah

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference57 articles.

1. Testing Alternative Regression Frameworks for Predictive Modeling of Health Care Costs;Duncan;North Am. Actuar. J.,2016

2. A.B. Martin, M. Hartman, B. Washington, A. Catlin, T.N.H.E.A. Team, National Health Care Spending In 2017: Growth Slows To Post-Great Recession Rates

3. Share Of GDP Stabilizes, Health Aff. 38 (2019) 10.1377/hlthaff. doi:10.1377/hlthaff.2018.05085.

4. Algorithmic Prediction of Health-Care Costs;Bertsimas;Oper. Res.,2008

5. Examining a health care price transparency tool: Who uses it, and how they shop for care;Sinaiko;Health Aff.,2016

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