IMI-CDE: an interactive interface for collaborative mapping of study variables to common data elements. - Shiqiang Tao; Wei-Chun Chou; Jianfu Li; Jingcheng Du; Pritham Ram; Rashmie Abeysinghe; Hua Xu 001; Xiaoqian Jiang; Peter W. Rose; Lucila Ohno-Machado; Guo-Qiang Zhang 001 (ICHI, 2022)

A hierarchical strategy to minimize privacy risk when linking "De-identified" data in biomedical research consortia. - Lucila Ohno-Machado; Xiaoqian Jiang; Tsung-Ting Kuo; Shiqiang Tao; Luyao Chen; Pritham Ram; Guo-Qiang Zhang 001; Hua Xu 001 (J. Biomed. Informatics, 2023)

Mapping Study Variables to Common Data Elements Using GPT for Sheets: Towards Standardized Data Collection and Sharing. - Pritham Ram; Na Hong; Hua Xu 001; Xiaoqian Jiang (ICHI, 2024)

CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models. - Yan Wang; Jimin Huang; Huan He; Vincent J. Zhang; Yujia Zhou 003; Xubing Hao; Pritham Ram; Lingfei Qian; Qianqian Xie; Ruey-Ling Weng; Fongci Lin; Yan Hu; et al. (CoRR, 2024)

CDEMapper: enhancing National Institutes of Health common data element use with large language models. - Yan Wang; Jimin Huang; Huan He; Vincent Zhang; Yujia Zhou 003; Xubing Hao; Pritham Ram; Lingfei Qian; Qianqian Xie; Ruey-Ling Weng; Fongci Lin; Yan Hu; et al. (J. Am. Medical Informatics Assoc., 2025)