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Identifying Dementia Subtypes with Electronic Health Records
Our results indicate both inter-subtype variability, which indicates the variability amongst dementia subtypes for a particular component score even with the same CDR and (ii) intra-subtype variability, which indicates the variation in the 6 component scores within a particular dementia subtype.
Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review
Clinical data consisting of both structured data tables and clinical notes can be effectively used in ML-based approaches to model risk for AD dementia progression.
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