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Chunhua Weng

columbia university

56H-index
547Paper Count
1.3WCitation Count
Published Papers 136
Publication Date
Large language model-based extraction of rheumatoid arthritis clinical disease activity index from clinical notes
err2026-07-30
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errOAAI
errReid Weisberg, MD; Ruoqi Yang, MS; Iram Kamdar, MS; Justin Chestang, MD, MPH; Joan Bathon, MD; Jon T Giles, MD, MPH; Chunhua Weng, PhD; Elizabeth Park, MD, MSc
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Liability threshold model-based disease risk prediction based on electronic health record phenotypes
err2025-11-03
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errCue Hyunkyu Lee; Atlas Khan; Chen Wang; Chunhua Weng; Joseph D. Buxbaum; Krzysztof Kiryluk; Iuliana Ionita-Laza
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Scalable scientific interest profiling using large language models
err2025-11-01
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PREAI
errYilun Liang; Gongbo Zhang; Edward Sun; Betina Idnay; Yilu Fang; Fangyi Chen; Casey Ta; Yifan Peng; Chunhua Weng
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Implementing integrated genomic risk assessments for breast cancer: lessons learned from the Electronic Medical Records and Genomics study
err2025-10-01
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PREAI
errLiu, Cong; Crew, Katherine D.; Morse, Jennifer; Linder, Jodell E.; Antoniou, Antonis C.; Carver, Tim; Cortopassi, Josh; Peterson, Josh F.; Ta, Casey N.; Hoell, Christin; Prows, Cynthia; Kenny, Eimear E.; Miller, Emily; Perez, Emma; Jarvik, Gail P.; Bland, Harris T.; Odgis, Jacqueline A.; Mittendorf, Kathleen F.; Bonini, Katherine E.; McGuffin, Kyle; Kottyan, Leah C.; Maradik, Mary; Limdi, Nita; Abul-Husn, Noura S.; Marathe, Priya N.; Suckiel, Sabrina A.; Aguilar, Sienna; Lewis, Toni J.; Wei, Wei-Qi; Luo, Yuan; Freimuth, Robert R.; Hakonarson, Hakon; Weng, Chunhua; Chung, Wendy K.; Wiesner, Georgia L.
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Incorporating preprints in systematic reviews: a preliminary study of a novel method for rapid evidence synthesis
err2025-09-01
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PREAI
errTong, Jiayi; Sun, Yifei; Hubbard, Rebecca A.; Saine, M. Elle; Xu, Hua; Zuo, Xu; Lin, Lifeng; Weng, Chunhua; Schmid, Christopher H.; Kimmel, Stephen E.; Umscheid, Craig A.; Cuker, Adam; Chen, Yong
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Angiopoietin-like 4 exacerbates renal tubular epithelial cell pyroptosis in acute kidney injury via integrin β5/FAK signaling pathway
err2025-08-22
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PREAI
errXiujin Shen; Haibing Wang; Chunhua Weng; Yongchun He; Xue Shao; Jingyun Le; Hui Chen; Qixia Shen; Jianghua Chen; Hong Jiang
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CLEAR: A vision to support clinical evidence lifecycle with continuous learning
err2025-07-29
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errYilu Fang; Gongbo Zhang; Fangyi Chen; George Hripcsak; Yifan Peng; Patrick Ryan; Chunhua Weng
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Leveraging long context in retrieval augmented language models for medical question answering
err2025-05-02
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errZhang, Gongbo; Xu, Zihan; Jin, Qiao; Chen, Fangyi; Fang, Yilu; Liu, Yi; Rousseau, Justin F.; Xu, Ziyang; Lu, Zhiyong; Weng, Chunhua
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From GPT to DeepSeek: Significant gaps remain in realizing AI in healthcare
err2025-03-01
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PREAI
errPeng, Yifan; Malin, Bradley A.; Rousseau, Justin F.; Wang, Yanshan; Xu, Zihan; Xu, Xuhai; Weng, Chunhua; Bian, Jiang
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Insights from the largest diverse ancestry sex-specific disease map for genetically predicted height
err2025-02-27
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errPapadopoulou, A.; Litkowski, E. M.; Graff, M.; Wang, Z.; Smit, R. A. J.; Chittoor, G.; Dinsmore, I.; Josyula, N. S.; Lin, M.; Shortt, J.; Zhu, W.; Vedantam, S. L.; Yengo, L.; Wood, A. R.; Berndt, S. I.; Holm, I. A.; Mentch, F. D.; Hakonarson, H.; Kiryluk, K.; Weng, C.; Jarvik, G. P.; Crosslin, D.; Carrell, D.; Kullo, I. J.; Dikilitas, O.; Hayes, M. G.; Wei, W. Q.; Edwards, D. R. V.; Assimes, T. L.; Hirschhorn, J. N.; Below, J. E.; Gignoux, C. R.; Justice, A. E.; Loos, R. J. F.; Sun, Y. V.; Raghavan, S.; Deloukas, P.; North, K. E.; Marouli, E.
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Phenotype driven molecular genetic test recommendation for diagnosing pediatric rare disorders
err2024-11-21
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errChen, Fangyi; Ahimaz, Priyanka; Nguyen, Quan M.; Lewis, Rachel; Chung, Wendy K.; Ta, Casey N.; Szigety, Katherine M.; Sheppard, Sarah E.; Campbell, Ian M.; Wang, Kai; Weng, Chunhua; Liu, Cong
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Performance of Retrieval-Augmented Large Language Models to Recommend Head and Neck Cancer Clinical Trials
err2024-10-15
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errOAAI
errHung, Tony K. W.; Kuperman, Gilad J.; Sherman, Eric J.; Ho, Alan L.; Weng, Chunhua; Pfister, David G.; Mao, Jun J.
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Closing the gap between open source and commercial large language models for medical evidence summarization
err2024-09-09
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errZhang, Gongbo; Jin, Qiao; Zhou, Yiliang; Wang, Song; Idnay, Betina; Luo, Yiming; Park, Elizabeth; Nestor, Jordan G.; Spotnitz, Matthew E.; Soroush, Ali; Campion Jr, Thomas R.; Lu, Zhiyong; Weng, Chunhua; Peng, Yifan
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Rare disease diagnosis using knowledge guided retrieval augmentation for ChatGPT
err2024-09-01
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PREAI
errZelin, Charlotte; Chung, Wendy K.; Jeanne, Mederic; Zhang, Gongbo; Weng, Chunhua
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Bridging the Gap in Genomic Implementation: Identifying User Needs for Precision Nephrology
err2024-08-01
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errKneifati-Hayek, Jerard Z.; Zachariah, Teena; Ahn, Wooin; Khan, Atlas; Kiryluk, Krzysztof; Mohan, Sumit; Weng, Chunhua; Gharavi, Ali G.; Nestor, Jordan G.
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Promoting equity in clinical research: The role of social determinants of health
err2024-08-01
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PREAI
errIdnay, Betina; Fang, Yilu; Stanley, Edward; Ruotolo, Brenda; Chung, Wendy K.; Marder, Karen; Weng, Chunhua
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Converting OMOP CDM to phenopackets: A model alignment and patient data representation evaluation
err2024-07-01
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PREAI
errSchiffer-Kane, Kayla; Liu, Cong; Callahan, Tiffany J.; Ta, Casey; Nestor, Jordan G.; Weng, Chunhua
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Criteria2Query 3.0: Leveraging generative large language models for clinical trial eligibility query generation
err2024-06-01
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PREAI
errPark, Jimyung; Fang, Yilu; Ta, Casey; Zhang, Gongbo; Idnay, Betina; Chen, Fangyi; Feng, David; Shyu, Rebecca; Gordon, Emily R.; Spotnitz, Matthew; Weng, Chunhua
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