Development of an explainable machine learning model for predicting depression in adults with type 2 diabetes mellitus: a cross-sectional SHAP-based analysis of NHANES 2009-2023
Depression (DEP) is a common yet underdiagnosed comorbidity in adults with type 2 diabetes mellitus (T2DM), worsening glycemic control and increasing complication risk. Practical, interpretable risk tools using routine patient data are limited. We conducted a cross-sectional analysis using data from...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | en |
| Published: |
Wolters Kluwer Health
2026
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| Subjects: | |
| Online Access: | http://psasir.upm.edu.my/id/eprint/123420/1/123420.pdf http://psasir.upm.edu.my/id/eprint/123420/ https://journals.lww.com/10.1097/MD.0000000000047522 |
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