400 citations · 555 across the 5 of their papers we have counts for
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cs.LG2023
Developing A Fair Individualized Polysocial Risk Score (iPsRS) for Identifying Increased Social Risk of Hospitalizations in Patients with Type 2 Diabetes (T2D)
Yu Huang, Jingchuan Guo, William T Donahoo +7
Background: Racial and ethnic minority groups and individuals facing social disadvantages, which often stem from their social determinants of health (SDoH), bear a disproportionate…
stat.AP2023★ 1 cited
The impact of electronic health records (EHR) data continuity on prediction model fairness and racial-ethnic disparities
Yu Huang, Jingchuan Guo, Zhaoyi Chen +6
Electronic health records (EHR) data have considerable variability in data completeness across sites and patients. Lack of "EHR data-continuity" or "EHR data-discontinuity", define…
cs.CL2023★ 400 cited
A Study of Generative Large Language Model for Medical Research and Healthcare
Cheng Peng, Xi Yang, Aokun Chen +16
There is enormous enthusiasm and concerns in using large language models (LLMs) in healthcare, yet current assumptions are all based on general-purpose LLMs such as ChatGPT. This s…