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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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發表在:Proc Mach Learn Res
Main Authors: Bergquist, Savannah L., Brooks, Gabriel A., Keating, Nancy L., Landrum, Mary Beth, Rose, Sherri
格式: Artigo
語言:Inglês
出版: 2017
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC6287925/
https://ncbi.nlm.nih.gov/pubmed/30542673
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