A mediation-informed causal pathway powers a large language model for individualized health advisory

January 1, 2025·
Xiaolin ni
Co-first author; Corresponding author
,
Tingwei chen
Co-first author
,
Erfu hai
Co-first author
,
Zigeng huang
,
Yuyan li
,
Xinti sun
Qiyang Hong
Qiyang Hong
,
Erping long
Corresponding author
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Type
Publication
Nature Aging (under review)
publications
Authors
Authors
Authors
Authors
Qiyang Hong
Authors
PhD Candidate in Biomedical Engineering (Medical AI)
PhD candidate at the Institute of Basic Medical Sciences, Peking Union Medical College & Tsinghua University School of Medicine (Beijing, China). I build foundation models, large language model evaluation frameworks, and clinical bioinformatics pipelines for precision medicine. My current work spans UK Biobank-scale deep phenotyping, longitudinal multi-omics for COPD, medical LLMs, and clinical genomics workflow development.