An Improved AdaBoost Algorithm for Unbalanced Classification Data. - Jie Song 007; Xiaoling Lu; Xizhi Wu (FSKD (1), 2009)

Hierarchical classification model based on MD feature selection method. - Miao Liu; Xiaoling Lu; Jie Song 007; Xizhi Wu (FSKD, 2011)

A new LogitBoost algorithm for multiclass unbalanced data classification. - Jie Song 007; Xiaoling Lu; Miao Liu; Xizhi Wu (FSKD, 2011)

A New Two-Group-Forecast-and-Selection Method for Direct Marketing. - Xiaoling Lu; Jie Song 007; Miao Liu; Xizhi Wu (Commun. Stat. Simul. Comput., 2011)

Stratified Normalization LogitBoost for Two-Class Unbalanced Data Classification. - Jie Song 007; Xiaoling Lu; Miao Liu; Xizhi Wu (Commun. Stat. Simul. Comput., 2011)

Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines. - David Oniani; Xizhi Wu; Shyam Visweswaran; Sumit Kapoor; Shravan Kooragayalu; Katelyn Polanska; Yanshan Wang (ICHI, 2024)

A Literature Review and Framework for Human Evaluation of Generative Large Language Models in Healthcare. - Thomas Yu Chow Tam; Sonish Sivarajkumar; Sumit Kapoor; Alisa V. Stolyar; Katelyn Polanska; Karleigh R. McCarthy; Hunter Osterhoudt; Xizhi Wu; Shyam Visweswaran; Sunyang Fu; Piyush Mathur; Giovanni E. Cacciamani; et al. (CoRR, 2024)

SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH). - Bernardo Consoli; Xizhi Wu; Song Wang 026; Xinyu Zhao; Yanshan Wang; Justin F. Rousseau; Tom Hartvigsen; Li Shen 001; Huanmei Wu; Yifan Peng 002; Qi Long; Tianlong Chen 001; et al. (CoRR, 2024)

A framework for human evaluation of large language models in healthcare derived from literature review. - Thomas Yu Chow Tam; Sonish Sivarajkumar; Sumit Kapoor; Alisa V. Stolyar; Katelyn Polanska; Karleigh R. McCarthy; Hunter Osterhoudt; Xizhi Wu; Shyam Visweswaran; Sunyang Fu; Piyush Mathur; Giovanni E. Cacciamani; et al. (npj Digit. Medicine, 2024)

Mitigating the risk of health inequity exacerbated by large language models. - Yuelyu Ji; Wenhe Ma; Sonish Sivarajkumar; Hang Zhang; Eugene Mathew Sadhu; Zhuochun Li; Xizhi Wu; Shyam Visweswaran; Yanshan Wang (npj Digit. Medicine, 2025)