Machine learning to evaluate the effects of non-clinical social determinant features in predicting colorectal Cancer mortality in a medically underserved Appalachian population

Machine learning to evaluate the effects of non-clinical social determinant features in predicting colorectal Cancer mortality in a medically underserved Appalachian population

Abstract Colorectal cancer (CRC) is the 2nd leading cause of cancer death in the United States (US). Rural Appalachia suffers the highest CRC incidence and mortality rates. There are several non-clinical health-related social determinant factors (SDOH) associated with cancer mortality. This study de...

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Main Authors: Aisha Montgomery, Ravi Vadapalli, Frank A. Dinenno, Josh Schilling, Praduman Jain, Aasems Jacob, David Chism, Anil Shanker
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-11074-y
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https://doi.org/10.1038/s41598-025-11074-y

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