Unsupervised Deep Learning of Electronic Health Records to Characterize Heterogeneity Across Alzheimer Disease and Related Dementias: Cross-Sectional Study
JMIR Aging2025Vol. 8, pp. e65178–e65178
Citations Over TimeTop 10% of 2025 papers
Maximilian West, You Cheng, Yingnan He, Yu Leng, Colin Magdamo, Bradley T. Hyman, John R. Dickson, Alberto Serrano‐Pozo, Deborah Blacker, Sudeshna Das
Abstract
By integrating International Classification of Diseases, Ninth Revision codes and LLM-derived embeddings, our analysis delineated 2 distinct ADRD subtypes with sex-specific comorbid and clinical presentations, offering insights for potential precision medicine approaches.
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