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Uncertainty in lung cancer stage for survival estimation via set‐valued classification

The difficulty in identifying cancer stage in health care claims data has limited oncology quality of care and health outcomes research. We fit prediction algorithms for classifying lung cancer stage into three classes (stages I/II, stage III, and stage IV) using claims data, and then demonstrate a...

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Detalles Bibliográficos
Autores principales: Bergquist, Savannah, Brooks, Gabriel A., Landrum, Mary Beth, Keating, Nancy L., Rose, Sherri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9540678/
https://www.ncbi.nlm.nih.gov/pubmed/35675972
http://dx.doi.org/10.1002/sim.9448