Current concerns and future directions of large language model ChatGPT in medicine: a machine-learning-driven global-scale bibliometric analysis.
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| Title: | Current concerns and future directions of large language model ChatGPT in medicine: a machine-learning-driven global-scale bibliometric analysis. |
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| Authors: | Guo SB; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Liu DY; Department of Interventional Radiology, Xinjiang Key Laboratory of Translational Biomedical Engineering Research, Tumor Hospital Affiliated to Xinjiang Medical University, The Third Clinical Medical College of Xinjiang Medical University, Urumqi, P. R. China.; Department of Minimally Invasive Intervention, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Fang XJ; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Meng Y; Digestive Diseases Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, P. R. China., Zhou ZZ; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Li J; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Li M; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Luo LL; Department of Radiation Oncology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, P. R. China., Li HL; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Cai XY; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China., Huang WJ; Department of Pharmacology, College of Pharmacy, Jinan University, Guangzhou, P. R. China., Tian XP; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China. |
| Source: | International journal of surgery (London, England) [Int J Surg] 2026 Feb 01; Vol. 112 (2), pp. 2805-2822. Date of Electronic Publication: 2025 Oct 22. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Wolters Kluwer Health, Inc Country of Publication: United States NLM ID: 101228232 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1743-9159 (Electronic) Linking ISSN: 17439159 NLM ISO Abbreviation: Int J Surg Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41133425 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Current concerns and future directions of large language model ChatGPT in medicine: a machine-learning-driven global-scale bibliometric analysis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Guo+SB%22">Guo SB</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Liu+DY%22">Liu DY</searchLink>; Department of Interventional Radiology, Xinjiang Key Laboratory of Translational Biomedical Engineering Research, Tumor Hospital Affiliated to Xinjiang Medical University, The Third Clinical Medical College of Xinjiang Medical University, Urumqi, P. R. China.; Department of Minimally Invasive Intervention, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Fang+XJ%22">Fang XJ</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Meng+Y%22">Meng Y</searchLink>; Digestive Diseases Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, P. R. China.<br /><searchLink fieldCode="AU" term="%22Zhou+ZZ%22">Zhou ZZ</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Li+J%22">Li J</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Li+M%22">Li M</searchLink>; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Luo+LL%22">Luo LL</searchLink>; Department of Radiation Oncology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Li+HL%22">Li HL</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Cai+XY%22">Cai XY</searchLink>; Department of VIP Inpatient, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Huang+WJ%22">Huang WJ</searchLink>; Department of Pharmacology, College of Pharmacy, Jinan University, Guangzhou, P. R. China.<br /><searchLink fieldCode="AU" term="%22Tian+XP%22">Tian XP</searchLink>; Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China.; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101228232%22">International journal of surgery (London, England)</searchLink> [Int J Surg] 2026 Feb 01; Vol. 112 (2), pp. 2805-2822. <i>Date of Electronic Publication: </i>2025 Oct 22. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wolters+Kluwer+Health%2C+Inc%22">Wolters Kluwer Health, Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101228232 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1743-9159 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217439159%22">17439159 </searchLink><i>NLM ISO Abbreviation: </i>Int J Surg <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41133425 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1097/JS9.0000000000003668 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 2805 Titles: – TitleFull: Current concerns and future directions of large language model ChatGPT in medicine: a machine-learning-driven global-scale bibliometric analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Guo SB – PersonEntity: Name: NameFull: Liu DY – PersonEntity: Name: NameFull: Fang XJ – PersonEntity: Name: NameFull: Meng Y – PersonEntity: Name: NameFull: Zhou ZZ – PersonEntity: Name: NameFull: Li J – PersonEntity: Name: NameFull: Li M – PersonEntity: Name: NameFull: Luo LL – PersonEntity: Name: NameFull: Li HL – PersonEntity: Name: NameFull: Cai XY – PersonEntity: Name: NameFull: Huang WJ – PersonEntity: Name: NameFull: Tian XP IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 02 Text: 2026 Feb 01 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1743-9159 Numbering: – Type: volume Value: 112 – Type: issue Value: 2 Titles: – TitleFull: International journal of surgery (London, England) Type: main |
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