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Sequential multi-site fine-tuning for incremental deployment of large language models for mobility functional status extraction 多站点顺序微调用于移动功能状态提取的大语言模型增量部署 Xingyi Liu, PhD; Muskan Garg, PhD; Eunji Jeon, PhD; Heling Jia, MD, MS; Cynthia S Crowson, PhD; Jennifer St Sauver, PhD; Sandeep R Pagali, MD, MPH; Sunghwan Sohn, PhD 分享 收藏
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Application of a natural language processing algorithm to early asthma ascertainment for adults in the era of electronic health records 将自然语言处理算法应用于电子健康记录时代成人哮喘的早期诊断 Wi, Chung-Il; Pongdee, Thanai; Seol, Hee Yun; Sohn, Sunghwan; Sagheb, Elham; Kshatriya, Bhavani Singh Agnikula; Overgaard, Shauna M.; Sharma, Deepak K.; Moon, Sungrim; Krusemark, Elizabeth A.; Watson, Dave; Chiarella, Sergio E.; Park, Miguel A.; Greenwood, Jason D.; Foss, Randy M.; Liu, Zhandong; Gupta, Meera; Davis, Carla M.; Schulz, Wade; Liu, Hongfang; Juhn, Young J. 分享 收藏
Advancing delirium detection through the Open Health Natural Language Processing Consortium and the Evolve to Next-Gen Accrual to Clinical Trials Network 通过Open Health Natural Language Processing Consortium和Evolve to Next-Gen Accrual to Clinical Trials Network推进谵妄检测 Fu, 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 分享 收藏
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Data-Driven Approach to Development of a Risk Score for Periprosthetic Joint Infections in Total Joint Arthroplasty Using Electronic Health Records Kremers, Hilal Maradit; Wyles, Cody C.; Slusser, Joshua P.; O'Byrne, Thomas J.; Sagheb, Elham; Lewallen, David G.; Berry, Daniel J.; Osmon, Douglas R.; Sohn, Sunghwan; Kremers, Walter K. 分享 收藏
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FedFSA: Hybrid and federated framework for functional status ascertainment across institutions Fu, Sunyang; Jia, Heling; Vassilaki, Maria; Keloth, Vipina K.; Dang, Yifang; Zhou, Yujia; Garg, Muskan; Petersen, Ronald C.; St Sauver, Jennifer; Moon, Sungrim; Wang, Liwei; Wen, Andrew; Li, Fang; Xu, Hua; Tao, Cui; Fan, Jungwei; Liu, Hongfang; Sohn, Sunghwan 分享 收藏
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External Validation of Natural Language Processing Algorithms to Extract Common Data Elements in THA Operative Notes Wyles, Cody C.; Fu, Sunyang; Odum, Susan L.; Rowe, Taylor; Habet, Nahir A.; Berry, Daniel J.; Lewallen, David G.; Maradit-Kremers, Hilal; Sohn, Sunghwan; Springer, Bryan D. 分享 收藏
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Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network 在eMERGE网络中使用自然语言处理评估可计算表型的可移植性 Pacheco, Jennifer A.; Rasmussen, Luke V.; Wiley Jr, Ken; Person, Thomas Nate; Cronkite, David J.; Sohn, Sunghwan; Murphy, Shawn; Gundelach, Justin H.; Gainer, Vivian; Castro, Victor M.; Liu, Cong; Mentch, Frank; Lingren, Todd; Sundaresan, Agnes S.; Eickelberg, Garrett; Willis, Valerie; Furmanchuk, Al'ona; Patel, Roshan; Carrell, David S.; Deng, Yu; Walton, Nephi; Satterfield, Benjamin A.; Kullo, Iftikhar J.; Dikilitas, Ozan; Smith, Joshua C.; Peterson, Josh F.; Shang, Ning; Kiryluk, Krzysztof; Ni, Yizhao; Li, Yikuan; Nadkarni, Girish N.; Rosenthal, Elisabeth A.; Walunas, Theresa L.; Williams, Marc S.; Karlson, Elizabeth W.; Linder, Jodell E.; Luo, Yuan; Weng, Chunhua; Wei, WeiQi 分享 收藏
Quality assessment of functional status documentation in EHRs across different healthcare institutions Fu, Sunyang; Vassilaki, Maria; Ibrahim, Omar A.; Petersen, Ronald C.; Pagali, Sandeep; St Sauver, Jennifer; Moon, Sungrim; Wang, Liwei; Fan, Jungwei W.; Liu, Hongfang; Sohn, Sunghwan 分享 收藏
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