Tianchen Lyu

16 papers C 1Misc 3Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-site analysis of COVID-19 and new-onset diabetes reveals need for improved sensitivity of EHR-based COVID-19 phenotypes - a DiCAYA Network analysis.
J. Am. Medical Informatics Assoc.
Lorna E. Thorpe, Jasmin Divers, Annemarie Hirsch, Brian S. Schwartz, Bo Cai, Jihad S. Obeid, Angela Liese, Tessa Crume, Anna Bellatorre, Jiang Bian, Yi Guo, Sarah Bost, Tianchen Lyu, Matthew T. Mefford, Matt Zhou, Eva Lustigova, Levon H. Utidjian, Mitchell Maltenfort, Patrick Hanley, Meda E. Pavkov, Marc B. Rosenman, Andrea R. Titus, Charles Bailey, Christopher B. Forrest, Levon Utidjian, Mitch Maltenfort, Amy Shah, Eneida A. Mendonça, G. Todd Alonso, Sara J. Deakyne Davies, H. Timothy Bunnell, Anne Kazak, Melody Kitzmiller, Manmohan Kamboj, Dimitri A. Christakis, Daksha Ranade, Annemarie G. Hirsch, Joseph J. Dewalle, H. Lester Kirchner, Meredith Lewis, Dione G. Mercer, Cara M. Nordberg, Amy Poissant, Brian E. Dixon, Shaun J. Grannis, Katie S. Allen, Anna Roberts, Nimish Valvi, Jeff Warvel, Ashley Wiensch, Tamara S. Hannon, Kristi Reynolds, John Chang, Don McCarthy, Rong Wei, Hui Zhou, Marc Rosenman, Lu Zhang, George Lales, Anthony Wong, Allison Zelinski, Yuan Luo, Mark Weiner, Pedro Rivera, Thomas Carton, Elizabeth Nauman, Harold P. Lehmann, Meredith Akerman, Rebecca Anthopolos, Stefanie Bendik, Sarah Conderino, Andrew Fair, Jessica Guillaume, Shahidul Islam, Alan Jacobson, David C. Lee, Chinyere Okpara, Anand Rajan, Andrea Titus, Dana Dabelea, Theresa Anderson, Rebecca Conway, Toan Ong, Jack Pattee, Shawna Burgett, Hui Shao, Elizabeth A. Shenkman, Sarah J. Bost, William T. Donahoo, William R. Hogan, Piaopiao Li, Mattia Prosperi, Yonghui Wu, Angela D. Liese, Lisa Knight, Caroline Rudisill, Jessica Stucker, Deborah Bowlby, Elaine Apperson, Alex Ewing, Giuseppina Imperatore, Deborah Rolka, Hui Xie, Ibrahim Zaganjor
2024 J jnl
Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models.
J. Heal. Informatics Res.
Shuang Yang, Xi Yang, Tianchen Lyu, James L. Huang, Aokun Chen, Xing He, Dejana Braithwaite, Hiren J. Mehta, Yonghui Wu, Yi Guo, Jiang Bian
2023 J jnl
The role of health system penetration rate in estimating the prevalence of type 1 diabetes in children and adolescents using electronic health records.
J. Am. Medical Informatics Assoc.
Piaopiao Li, Tianchen Lyu, Khalid Alkhuzam, Eliot Spector, William T. Donahoo, Sarah Bost, Yonghui Wu, William R. Hogan, Mattia Prosperi, Desmond A. Schatz, Mark A. Atkinson, Michael J. Haller, Elizabeth A. Shenkman, Yi Guo, Jiang Bian, Hui Shao
2022 — conf
A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing.
ICHI
Shuang Yang, Xi Yang, Tianchen Lyu, Xing He, Dejana Braithwaite, Hiren J. Mehta, Yi Guo, Yonghui Wu, Jiang Bian
2022 J jnl
A scoping review of semantic integration of health data and information.
Int. J. Medical Informatics
Hansi Zhang, Tianchen Lyu, Pengfei Yin, Sarah Bost, Xing He, Yi Guo, Mattia Prosperi, William R. Hogan, Jiang Bian
2021 — conf
Causal AI with Real World Data: Do Statins Protect from Alzheimer's Disease Onset?
ICMHI
Mattia Prosperi, Shantanu Ghosh, Zhaoyi Chen, Marco Salemi, Tianchen Lyu, Jinying Zhao, Jiang Bian
2021 J jnl
The application of artificial intelligence and data integration in COVID-19 studies: a scoping review.
J. Am. Medical Informatics Assoc.
Yi Guo, Yahan Zhang, Tianchen Lyu, Mattia Prosperi, Fei Wang, Hua Xu, Jiang Bian
2020 — conf
A Natural Language Processing Tool to Extract Quantitative Smoking Status from Clinical Narratives.
ICHI
Xi Yang, Hanyuan Yang, Tianchen Lyu, Shuang Yang, Yi Guo, Jiang Bian, Hua Xu, Yonghui Wu
2020 J jnl
Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data.
J. Am. Medical Informatics Assoc.
Jiang Bian, Tianchen Lyu, Alexander T. Loiacono, Tonatiuh Mendoza Viramontes, Gloria P. Lipori, Yi Guo, Yonghui Wu, Mattia Prosperi, Thomas J. George, Christopher A. Harle, Elizabeth A. Shenkman, William R. Hogan
2020 Misc conf
Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups.
AMIA
Yi Guo, Xing He, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang, Zhaoyi Chen, Merry J. Markham, François Modave, Mengjun Xie, William R. Hogan, Christopher A. Harle, Elizabeth Shenkman, Jiang Bian
2020 Misc conf
Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research Network.
AMIA
Jiayi Tong, Zhaoyi Chen, Rui Duan, Wei-Hsuan Lo-Ciganic, Tianchen Lyu, Cui Tao, Peter A. Merkel, Henry R. Kranzler, Jiang Bian, Yong Chen
2020 C conf
Integrating Crowdsourcing and Active Learning for Classification of Work-Life Events from Tweets.
IEA/AIE
Yunpeng Zhao, Mattia Prosperi, Tianchen Lyu, Yi Guo, Le Zhou, Jiang Bian
2020 J jnl
Integrating Crowdsourcing and Active Learning for Classification of Work-Life Events from Tweets.
CoRR
Yunpeng Zhao, Mattia Prosperi, Tianchen Lyu, Yi Guo, Jiang Bian
2020 Misc conf
Leverage Real-World Longitudinal Data in Large Clinical Research Networks for Alzheimer's Disease and Related Dementia (ADRD).
AMIA
Rui Duan, Zhaoyi Chen, Jiayi Tong, Chongliang Luo, Tianchen Lyu, Cui Tao, Demetrius Maraganore, Jiang Bian, Yong Chen
2019 — conf
A Study of Deep Learning Methods for De-identification of Clinical Notes at Cross Institute Settings.
ICHI
Xi Yang, Tianchen Lyu, Chih-Yin Lee, Jiang Bian, William R. Hogan, Yonghui Wu
2019 J jnl
A study of deep learning methods for de-identification of clinical notes in cross-institute settings.
BMC Medical Informatics Decis. Mak.
Xi Yang, Tianchen Lyu, Qian Li, Chih-Yin Lee, Jiang Bian, William R. Hogan, Yonghui Wu