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High-Throughput Phenotyping of the Symptoms of Alzheimer Disease and Related Dementias Using Large Language Models: Cross-Sectional Study

High-Throughput Phenotyping of the Symptoms of Alzheimer Disease and Related Dementias Using Large Language Models: Cross-Sectional Study

Further analysis showed that AD cases had more frequent memory-related references than DLB (Wilcoxon rank sum test W=105474; P Motor symptoms were the most prevalent impairments among patients with ADRD in our dataset (Table 2) and showed moderate importance on average in predicting ADRD diagnoses (Figure 3 C).

You Cheng, Mrunal Malekar, Yingnan He, Apoorva Bommareddy, Colin Magdamo, Arjun Singh, Brandon Westover, Shibani S Mukerji, John Dickson, Sudeshna Das

JMIR AI 2025;4:e66926