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Medicine digital transformation: evidence from Chinese physicians on generative artificial intelligence implementation and challenges.

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Title: Medicine digital transformation: evidence from Chinese physicians on generative artificial intelligence implementation and challenges.
Authors: Lin A; Department of Oncology, Zhujiang Hospital, Southern Medical University; Donghai County People's Hospital, Affiliated Kangda College of Nanjing Medical University, 222000, Lianyungang, China., Zeng M; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China., Gan W; Department of Joint Surgery and Sports Medicine, Zhuhai People's Hospital (Zhuhai Hospital Affiliated with Jinan University), Guangdong, China., Jiang A; Department of Urology, Changhai Hospital, Naval Medical University (Second Military Medical University), Shanghai, China., Liu Y; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China., Qi C; Institute of Logic and Computation, TU Wien, Austria., Zhu L; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China., Mou W; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.; Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Zeng D; Clinical Innovation and Research Centre (CIRC), Shenzhen Hospital of Southern Medical University, Shenzhen, 518101, China.; Cancer Center, the Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, 528000, China.; Foshan Key Laboratory of Translational Medicine in Oncology, the Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, China., Xiao M; Hepatobiliary Surgery Department, Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, China., Chu G; Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China., Peng S; Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, China., Wong HZH; Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China., Zhang L; The School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, 3000, Australia.; Suzhou Industrial Park Monash Research Institute of Science and Technology, Suzhou, Jiangsu, 215000, China., Zhang H; College & Hospital of Stomatology, Anhui Medical University, Key Lab. of Oral Diseases Research of Anhui Province, Hefei, 230032, China., Deng X; Department of Urology, State Key Laboratory of Oncology in Southern China, Sun Yat-Sen University Cancer Center, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, 510060, China., Zhang J; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China., Cheng Q; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China. chengquan@csu.edu.cn.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China. chengquan@csu.edu.cn., Tang B; Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China. tangbufu@zju.edu.cn., Luo P; Department of Oncology, Zhujiang Hospital, Southern Medical University; Donghai County People's Hospital, Affiliated Kangda College of Nanjing Medical University, 222000, Lianyungang, China. luopeng@smu.edu.cn.
Source: Journal of translational medicine [J Transl Med] 2026 Mar 09; Vol. 24 (1). Date of Electronic Publication: 2026 Mar 09.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101190741 Publication Model: Electronic Cited Medium: Internet ISSN: 1479-5876 (Electronic) Linking ISSN: 14795876 NLM ISO Abbreviation: J Transl Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Lin+A%22">Lin A</searchLink>; Department of Oncology, Zhujiang Hospital, Southern Medical University; Donghai County People's Hospital, Affiliated Kangda College of Nanjing Medical University, 222000, Lianyungang, China.<br /><searchLink fieldCode="AU" term="%22Zeng+M%22">Zeng M</searchLink>; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.<br /><searchLink fieldCode="AU" term="%22Gan+W%22">Gan W</searchLink>; Department of Joint Surgery and Sports Medicine, Zhuhai People's Hospital (Zhuhai Hospital Affiliated with Jinan University), Guangdong, China.<br /><searchLink fieldCode="AU" term="%22Jiang+A%22">Jiang A</searchLink>; Department of Urology, Changhai Hospital, Naval Medical University (Second Military Medical University), Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.<br /><searchLink fieldCode="AU" term="%22Qi+C%22">Qi C</searchLink>; Institute of Logic and Computation, TU Wien, Austria.<br /><searchLink fieldCode="AU" term="%22Zhu+L%22">Zhu L</searchLink>; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.<br /><searchLink fieldCode="AU" term="%22Mou+W%22">Mou W</searchLink>; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.; Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zeng+D%22">Zeng D</searchLink>; Clinical Innovation and Research Centre (CIRC), Shenzhen Hospital of Southern Medical University, Shenzhen, 518101, China.; Cancer Center, the Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, 528000, China.; Foshan Key Laboratory of Translational Medicine in Oncology, the Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, China.<br /><searchLink fieldCode="AU" term="%22Xiao+M%22">Xiao M</searchLink>; Hepatobiliary Surgery Department, Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, China.<br /><searchLink fieldCode="AU" term="%22Chu+G%22">Chu G</searchLink>; Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China.<br /><searchLink fieldCode="AU" term="%22Peng+S%22">Peng S</searchLink>; Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, China.<br /><searchLink fieldCode="AU" term="%22Wong+HZH%22">Wong HZH</searchLink>; Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; The School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, 3000, Australia.; Suzhou Industrial Park Monash Research Institute of Science and Technology, Suzhou, Jiangsu, 215000, China.<br /><searchLink fieldCode="AU" term="%22Zhang+H%22">Zhang H</searchLink>; College & Hospital of Stomatology, Anhui Medical University, Key Lab. of Oral Diseases Research of Anhui Province, Hefei, 230032, China.<br /><searchLink fieldCode="AU" term="%22Deng+X%22">Deng X</searchLink>; Department of Urology, State Key Laboratory of Oncology in Southern China, Sun Yat-Sen University Cancer Center, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, 510060, China.<br /><searchLink fieldCode="AU" term="%22Zhang+J%22">Zhang J</searchLink>; Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.<br /><searchLink fieldCode="AU" term="%22Cheng+Q%22">Cheng Q</searchLink>; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China. chengquan@csu.edu.cn.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China. chengquan@csu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Tang+B%22">Tang B</searchLink>; Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China. tangbufu@zju.edu.cn.<br /><searchLink fieldCode="AU" term="%22Luo+P%22">Luo P</searchLink>; Department of Oncology, Zhujiang Hospital, Southern Medical University; Donghai County People's Hospital, Affiliated Kangda College of Nanjing Medical University, 222000, Lianyungang, China. luopeng@smu.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22101190741%22">Journal of translational medicine</searchLink> [J Transl Med] 2026 Mar 09; Vol. 24 (1). <i>Date of Electronic Publication: </i>2026 Mar 09.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101190741 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1479-5876 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214795876%22">14795876 </searchLink><i>NLM ISO Abbreviation: </i>J Transl Med <i>Subsets: </i>MEDLINE
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        Value: 10.1186/s12967-026-07912-w
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              Text: 2026 Mar 09
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