AIMC Topic: Appalachian Region

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

Scientific reports Jul 16, 2025
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) associ...
Humans Machine Learning Female Aged Colorectal Neoplasms Male Middle Aged ROC Curve Rural Population Social Determinants of Health Medically Underserved Area Appalachian Region
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Recruitment in Appalachian, Rural and Older Adult Populations in an Artificial Intelligence World: Study Using Human-Mediated Follow-Up.

JMIR formative research Aug 22, 2024
BACKGROUND: Participant recruitment in rural and hard-to-reach (HTR) populations can present unique challenges. These challenges are further exacerbated by the need for low-cost recruiting, which often leads to use of web-based recruitment methods (e...
Humans Artificial Intelligence Female Aged Young Adult Adult Male Middle Aged Rural Population Follow-Up Studies Patient Selection Electronic Mail Appalachian Region
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