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Classifying Lung Cancer Severity with Ensemble Machine Learning in Health Care Claims Data

Research in oncology quality of care and health outcomes has been limited by the difficulty of identifying cancer stage in health care claims data. Using linked cancer registry and Medicare claims data, we develop a tool for classifying lung cancer patients receiving chemotherapy into early vs. late...

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Bibliografiske detaljer
Udgivet i:Proc Mach Learn Res
Main Authors: Bergquist, Savannah L., Brooks, Gabriel A., Keating, Nancy L., Landrum, Mary Beth, Rose, Sherri
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6287925/
https://ncbi.nlm.nih.gov/pubmed/30542673
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