Leveraging Pre-trained and Transformer-derived Embeddings from EHRs to Characterize Heterogeneity Across Alzheimer's Disease and Related Dementias. - Matthew West 004; Colin G. Magdamo; Lily Cheng; Yingnan He; Sudeshna Das 001 (CoRR, 2024)

Multi Scale Graph Neural Network for Alzheimer's Disease. - Anya Chauhan; Ayush Noori; Zhaozhi Li; Yingnan He; Michelle M. Li; Marinka Zitnik; Sudeshna Das 001 (CoRR, 2024)

A GPT-4o-powered framework for identifying cognitive impairment stages in electronic health records. - Yu Leng; Yingnan He; Samad Amini; Colin G. Magdamo; Ioannis Paschalidis; Shibani S. Mukerji; Lidia M. V. R. Moura; M. Brandon Westover; Ana-Maria Vranceanu; Christine S. Ritchie; Deborah Blacker; John R. Dickson; et al. (npj Digit. Medicine, 2025)

Evaluating GPT's Capability in Identifying Stages of Cognitive Impairment from Electronic Health Data. - Yu Leng; Yingnan He; Colin G. Magdamo; Ana-Maria Vranceanu; Christine S. Ritchie; Shibani S. Mukerji; Lidia M. V. R. Moura; John R. Dickson; Deborah Blacker; Sudeshna Das 001 (CoRR, 2025)