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Hongfang Liu

the university of texas at austin

59H-index
722Paper Count
1.5WCitation Count
Published Papers 162
Publication Date
A machine-assisted framework for systematic error analysis in clinical concept extraction
err2026-08-26
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errOAAI
errSunyang Fu; Qiuhao Lu; Jaerong Ahn; Fang Chen; Hanyun Yin; Julia Wen; Zhiyi Yue; Taylor Harrison; Jiang Jun; Xiaoyang Ruan; Ming Huang; Andrew Wen; Liwei Wang; Min Ji Kwak; Nahid Rianon; Yanshan Wang; Ruihong Huang; Hongfang Liu
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Clinical document metadata extraction: A scoping review
err2026-04-22
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errOAAI
errKurt Miller; Qiuhao Lu; William Hersh; Kirk Roberts; Steven Bedrick; Andrew Wen; Hongfang Liu
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Desiderata for a biomedical knowledge network: opportunities, challenges and future directions
err2026-01-01
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PREAI
errWu, Chunlei; Liu, Hongfang; Flannick, Jason; Musen, Mark A.; Su, Andrew, I; Hunter, Lawrence E.; Powers, Thomas M.; Wu, Cathy H.
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Advancing delirium detection through the Open Health Natural Language Processing Consortium and the Evolve to Next-Gen Accrual to Clinical Trials Network
err2025-12-01
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PREAI
errFu, Sunyang; Kwak, Min Ji; Ahn, Jaerong; Yue, Zhiyi; Ranganath, Shreyas; Applegate, Joseph R.; Wen, Andrew; Wang, Liwei; Li, Chenyu; Morris, Michele; Toth, Kelly M.; Girard, Timothy D.; Osborne, John D.; Kennedy, Richard E.; Garduno-Rapp, Nelly-Estefanie; Reeder, Phillip; Rousseau, Justin F.; Yan, Chao; Chen, You; Patel, Mayur B.; Murphy, Tyler J.; Malin, Bradley A.; Park, Chan Mi; Jia, Heling; Pagali, Sandeep; Palmer, Allyson K.; St Sauver, Jennifer; Sohn, Sunghwan; Bernstam, Elmer, V; Visweswaran, Shyam; Wang, Yanshan; Liu, Hongfang
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Riboflavin-mediated enhancement on Desulfovibrio vulgaris corrosion of X80 steel welded joint in acidic soil solution
err2025-11-05
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errOAAI
errLin Liu; Guangfang Li; Boxin Wei; Rui Zhang; Shuang He; Cong Li; Hongfang Liu; Tangqing Wu
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Scaling up biomedical vision-language models: Fine-tuning, instruction tuning, and multi-modal learning
err2025-10-23
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PREAI
errCheng Peng; Kai Zhang; Mengxian Lyu; Hongfang Liu; Lichao Sun; Yonghui Wu
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miR147 promotes mucosal integrity and healing in intestinal inflammation
err2025-10-22
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errCzopik, Agnieszka K.; Dabiri, Arash; Tung, Chia-Hao; Vaughn, Victoria; Huang, Xiangsheng; Wang, Jinlian; Li, Hui; Moreno, Nicolas F.; Piwko, Natalia, V; Figarella, Katherine; Liu, Hongfang; Zhao, Zhongming; Yuan, Xiaoyi; Eltzschig, Holger K.
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Discovering signature disease trajectories in pancreatic cancer and soft-tissue sarcoma from longitudinal patient records
err2025-10-19
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PREAI
errLiwei Wang; Rui Li; Andrew Wen; Qiuhao Lu; Jinlian Wang; Xiaoyang Ruan; Adriana Gamboa; Neha Malik; Christina L. Roland; Matthew H.G. Katz; Heather Lyu; Hongfang Liu
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Representation is power: traditional, hybrid, and digital recruitment results from a non-randomized clinical trial engaging adolescents
err2025-10-07
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errOAAI
errTaylor B. Harrison; Jessica A. Sinclair; Lisa J. Martin; Kristin Childers-Buschle; Holly Elder; Sunyang Fu; Hongfang Liu; William B. Brinkman; Melanie F. Myers; Michelle L. McGowan
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Gated recurrent unit with decay has real-time capability for postoperative ileus surveillance and offers cross-hospital transferability
err2025-08-04
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errOAAI
errXiaoyang Ruan; Sunyang Fu; Heling Jia; Kellie L. Mathis; Cornelius A. Thiels; Schaeferle M. Gavin; Patrick M. Wilson; Curtis B. Storlie; Hongfang Liu
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Dynamic few-shot prompting for clinical note section classification using lightweight, open-source large language models
err2025-06-01
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PREAI
errMiller, Kurt; Bedrick, Steven; Lu, Qiuhao; Wen, Andrew; Hersh, William; Roberts, Kirk; Liu, Hongfang
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Social determinants of health extraction from clinical notes across institutions using large language models
err2025-05-17
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errKeloth, Vipina K.; Selek, Salih; Chen, Qingyu; Gilman, Christopher; Fu, Sunyang; Dang, Yifang; Chen, Xinghan; Hu, Xinyue; Zhou, Yujia; He, Huan; Fan, Jungwei W.; Wang, Karen; Brandt, Cynthia; Tao, Cui; Liu, Hongfang
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Predicting cancer survival at different stages: Insights from fair and explainable machine learning approaches
err2025-05-01
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PREAI
errKamble, Tejasvi Sanjay; Wang, Hongtao; Myers, Nicole; Littlefield, Nickolas; Reid, Leah; Mccarthy, Cynthia S.; Lee, Young Ji; Liu, Hongfang; Pantanowitz, Liron; Amirian, Soheyla; Rashidi, Hooman H.; Tafti, Ahmad P.
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Impact of perioperative organ injury on morbidity and mortality in 28 million surgical patients
err2025-04-09
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errOAAI
errKork, Felix; Liang, Yafen; Ginde, Adit A.; Yuan, Xiaoyi; Rossaint, Rolf; Liu, Hongfang; Evers, Alex S.; Eltzschig, Holger K.
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A scoping review of OMOP CDM adoption for cancer research using real world data
err2025-04-07
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errOAAI
errWang, Liwei; Wen, Andrew; Fu, Sunyang; Ruan, Xiaoyang; Huang, Ming; Li, Rui; Lu, Qiuhao; Lyu, Heather; Williams, Andrew E.; Liu, Hongfang
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Skin-Mimicking Soft Strain Sensor with Elastic Resilience, Crack Tolerance, and Amphibious Self-Adhesion
err2025-04-03
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PREAI
errHao, YN; Ren, W; Zhou, Q; Wang, B; Liu, HF; Zhang, PH; Wang, RR; Qin, XH; Wang, LM; Cheng, Y
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Noncanonical amino acids as prophage inducers for protein regulation in bacteria-based delivery systems
errMBIO
IF4.7
err2025-03-01
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errOAAI
errLiu, Hongfang; Shen, Sijia; Xu, Qi; Wang, Yuyang; Qi, Kejing; Lu, Bowen; Tang, Bing; Wu, Min; Gan, Fei
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