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Fig. 4 | BMC Geriatrics

Fig. 4

From: Machine learning analyses identify multi-modal frailty factors that selectively discriminate four cohorts in the Alzheimer’s disease spectrum: a COMPASS-ND study

Fig. 4

Tree SHAP summary plot depicting the top 30 predictors of mild cognitive impairment. Predictors are plotted in descending order of model contribution. Each dot represents one study participant. These dots collectively represent the direction, prevalence, and magnitude of prediction effects (see Methods section for details). Leading predictors are denoted above the red line. Abbreviations: QoL, quality of life; hba1c, glycated hemoglobin; BP, blood pressure; meds, medication

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BMC Geriatrics

ISSN: 1471-2318

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