Skip To Main Content
Yu Yin on Muck Rack

Yu Yin

As seen in: Nature, Wiley Online Library, Frontiers, MDPI, SAGE Publishing, Taylor & Francis Online, ACS Publications, BMC Cancer, China Daily (English), Science Magazine and
Is this you? As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work. Claim your profile

Get in touch with Yu

Contact Yu, search articles and posts on X, monitor coverage, and track replies from one place.

Learn more about Muck Rack

Actions

Share this page

Is this you?

As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work.
Claim your profile

Articles

Toward federated large language models in medicine: a parameter-efficient framework for privacy-preserving, multi-institutional adaptation

|
By Anran Li, Yuanyuan Chen, Wenjun Long, Yu Yin, Yan Hu, Hyunjae R. Kim, Weipeng Zhou, Yujia Zhou, Hongyi Peng, Yang Ren, Xuguang Ai, Zhenyue Qin, Ming Hu, Xiaoxiao Li, Han Yu, Yih-Chung Tham, Lucila Ohno-Machado, Hua Xu, Qingyu Chen
| Nature Verified
Abstract Large language models (LLMs) are increasingly adapted for medical applications, but most are trained using data from a single institution because privacy and governance constraints prevent multi-institutional data sharing. As a result, these models often generalize poorly across heterogeneous healthcare systems. We address this gap by introducing Fed-MedLoRA and Fed-MedLoRA + , a parameter-efficient federated framework for collaborative LLM adaptation across healthcare institutions.
Open in Who Shared Issue with article?

Association of the DTI-ALPS Index with Sleep Disturbances and Intestinal Inflammation in Crohn’s Disease: A Diffusion Tensor MRI Study

|
By Weiyin Vivian Liu, Yu Yin, Min Luo, Dalian Ou, Lijie Zhang, Lisha Nie, Xuehong Wang, Jun Liu
| Academic Radiology Verified
Key Words Crohn’s disease Diffusion tensor imaging analysis along the perivascular space Glymphatic system Inflammation Sleep quality Get full text access Log in, subscribe or purchase for full access. Data Availability The datasets used and/or analyzed during the current study are available from the corresponding author upon reasonable request. References 1. Dolinger, M. ∙ Torres, J. ∙ Vermeire, S. Crohn's disease Lancet. 2024; 403(10432):1177-1191 2. Sofia, M.A. ∙ Lipowska, A.M. ∙ Zmeter, N. ...
Open in Who Shared Issue with article?

Machine learning for predicting 365-day mortality in spontaneous intracerebral hemorrhage patients in the intensive care unit

|
By Weiqian Liu, Bo Gao, Jing L. Wang, Shaowei Xie, Ye Yuan, Yu Yin
| Nature Verified
Abstract SICH is associated with high rates of disability and mortality. This study aims to develop a predictive model to assess the 365-day mortality rate of patients with SICH. We conducted a retrospective study and identified patients with SICH from the MIMIC-IV database (n = 2069). Baseline variables were screened to identify potential predictors using three methods: univariate analysis, least absolute shrinkage and LASSO regression, and the Boruta algorithm.
Open in Who Shared Issue with article?
See all 83 licensed articles (91 Total)