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Longxuan Gua

As seen in: Academic Radiology
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Articles

Development and Validation of a Machine Learning Model for Dementia Staging in a Heterogeneous Cognitive Impairment Cohort Using Multimodal Features

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By Shuzhan Yao, Longxuan Gua
| Academic Radiology Verified
Abbreviations AAL (Automated Anatomical Labeling) AD (Alzheimer’s Disease) ADL (Activity of Daily Living Scale) AIC (Akaike Information Criterion) ANN (Artificial Neural Network) AUC (Area Under the Curve (specifically Area Under the ROC Curve)) BMI (Body Mass Index) CDR (Clinical Dementia Rating) CI (Cognitive Impairment (Note: also used for Confidence Interval in statistics)) DCA (Decision Curve Analysis) DT (Decision Tree) EPV (Events Per Variable) FDG (Fluorodeoxyglucose (18F-FDG)) FDR...
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