Yingnan He
Massachusetts General Hospital(US)Mass General Brigham(US)
Publications by Year
Research Areas
Dementia and Cognitive Impairment Research, Machine Learning in Healthcare, Health, Environment, Cognitive Aging, Functional Brain Connectivity Studies, Chronic Disease Management Strategies
Most-Cited Works
- → Effect of Metformin on Plasma and Cerebrospinal Fluid Biomarkers in Non-Diabetic Older Adults with Mild Cognitive Impairment Related to Alzheimer’s Disease(2023)14 cited
- → A GPT-4o-powered framework for identifying cognitive impairment stages in electronic health records(2025)7 cited
- → Using Apple Watches to Monitor Health and Behaviors of Individuals With Cognitive Impairment: A Case Series Study(2024)6 cited
- → Unsupervised Deep Learning of Electronic Health Records to Characterize Heterogeneity Across Alzheimer Disease and Related Dementias: Cross-Sectional Study(2025)5 cited
- → High-Throughput Phenotyping of the Symptoms of Alzheimer Disease and Related Dementias Using Large Language Models: Cross-Sectional Study(2025)3 cited
- → Brain MRI signatures across sex and CSF Alzheimer’s disease biomarkers(2025)1 cited
- → Leveraging Pre-trained and Transformer-derived Embeddings from EHRs to Characterize Heterogeneity Across Alzheimer's Disease and Related Dementias(2024)
- → Unsupervised Deep Learning of Electronic Health Records to Characterize Heterogeneity Across Alzheimer Disease and Related Dementias: Cross-Sectional Study (Preprint)(2024)
- → Graph AI generates neurological hypotheses validated in molecular, organoid, and clinical systems(2025)
- → Toward Inclusive Large-Scale Alzheimer’s Disease Detection via Speech and Language Modeling(2025)