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...
Saved in:
| 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 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Abstract 061: Identification of Proteins Predictive of Post‐Thrombectomy Outcome Based on an Appalachian vs. Non‐Appalachian Cohort
by: Benton Maglinger
Published: (2023-11-01) -
A database for igneous rocks of the Newfoundland Appalachians
by: Chaoyang Wang, et al.
Published: (2025-05-01) -
A comparison of adjuvant therapy modality and treatment outcomes between appalachian and non-appalachian patients with high-risk endometrial carcinoma
by: Josie D. Llanora, et al.
Published: (2025-04-01) -
INVERTEBRATE AVAILABILITY FOR WILD TURKEY POULTS IN THE SOUTHERN APPALACHIANS
by: Craig A. Harper, et al.
Published: (2000-01-01) -
Comparative organic geochemistry of shale deposits of northern Appalachian Basin
by: Nandini Kar, et al.
Published: (2025-06-01)