State of Cancer Care in America: Reflections on an Inaugural Year

Published on Apr 1, 2019in Journal of Oncology Practice
路 DOI :10.1200/JOP.18.00746
Blase N. Polite27
Estimated H-index: 27
(U of C: University of Chicago),
Jerome E. Seid1
Estimated H-index: 1
+ 5 AuthorsRichard L. Schilsky66
Estimated H-index: 66
(American Society of Clinical Oncology)
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Last. Renato Umeton (MIT: Massachusetts Institute of Technology)H-Index: 10
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Abstract Objective This work aims to provide a review of the existing literature in the field of automated machine learning (AutoML) to help healthcare professionals better utilize machine learning models 鈥渙ff-the-shelf鈥 with limited data science expertise. We also identify the potential opportunities and barriers to using AutoML in healthcare, as well as existing applications of AutoML in healthcare. Methods Published papers, accompanied with code, describing work in the field of AutoML from bo...