Automated machine learning: Review of the state-of-the-art and opportunities for healthcare-Reference-Cited by-同舟云学术

Automated machine learning: Review of the state-of-the-art and opportunities for healthcare

Published:2020-04 Issue: Volume:104 Page:101822
ISSN:0933-3657
Container-title:Artificial Intelligence in Medicine
language:en
Short-container-title:Artificial Intelligence in Medicine

Author:

Waring Jonathan,Lindvall Charlotta,Umeton Renato

Publisher

Elsevier BV

Subject

Artificial Intelligence,Medicine (miscellaneous)

Reference176 articles.

1. Big data application in biomedical research and health care: a literature review;Luo;Biomed Inform Insights,2016

2. Big biomedical data as the key resource for discovery science;Toga;J Am Med Inform Assoc,2015

3. The inevitable application of big data to health care;Murdoch;Jama,2013

4. Brown, N. Healthcare Data Growth: An Exponential Problem. 2015 5/22/2019; Available from: https://www.nextech.com/blog/healthcare-data-growth-an-exponential-problem.

5. Explainable machine-learning predictions for the prevention of hypoxaemia during surgery;Lundberg;Nat Biomed Eng,2018

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