Yingnan He

According to our database, Yingnan He authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Graph AI generates neurological hypotheses validated in molecular, organoid, and clinical systems.

Ayush Noori, Joaquín Polonuer, Katharina Meyer, Bogdan Budnik, Shad Morton, Xinyuan Wang, Sumaiya Nazeen, Yingnan He, Iñaki Arango, Lucas Vittor, Matthew Woodworth, Richard C. Krolewski, Michelle M. Li, Ninning Liu, Tushar Kamath, Evan Macosko, Dylan Ritter, Jalwa Afroz, Alexander B. H. Henderson, Lorenz Studer, Samuel G. Rodriques, Andrew White, Noa Dagan, David A. Clifton, George M. Church, Sudeshna Das, Jenny M. Tam, Vikram Khurana, Marinka Zitnik

CoRR, December, 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

CoRR, February, 2025

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, Sudeshna Das

npj Digit. Medicine, 2025

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

CoRR, 2024

Leveraging Pre-trained and Transformer-derived Embeddings from EHRs to Characterize Heterogeneity Across Alzheimer's Disease and Related Dementias.

Matthew West, Colin G. Magdamo, Lily Cheng, Yingnan He, Sudeshna Das

CoRR, 2024