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Artificial intelligence-driven early screening and diagnosis of pancreatic cancer: technical innovations, clinical applications, and precision medicine strategies.

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Title: Artificial intelligence-driven early screening and diagnosis of pancreatic cancer: technical innovations, clinical applications, and precision medicine strategies.
Authors: Li YR; Department of Pathology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou 225300, Jiangsu, China; Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China., Li D; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China., Zhou YW; Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China., Wang WE; Department of General Surgery, the Fourth Hospital of Changsha, Changsha Hospital of Hunan Normal University, Changsha 410006, Hunan, China., Ma YS; Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China., Liu XY; Department of Pathology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou 225300, Jiangsu, China., Yang QX; Department of Pathology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou 225300, Jiangsu, China; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China., Lu CN; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China., Cai YF; Department of Biostatistics, University of Illinois Urbana-Champaign, Urbana 61801, IL, USA., Yang C; Department of Anesthesiology and Perioperative Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu, China., Chu KJ; Biliary Surgical Department I, Third Affiliated Hospital of Naval Medical University, Shanghai 200438, China., Dong H; Biliary Surgical Department I, Third Affiliated Hospital of Naval Medical University, Shanghai 200438, China., Yu H; Department of Pathology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou 225300, Jiangsu, China. Electronic address: yuhong@njmu.edu.cn., Fu D; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China. Electronic address: fu800da900@126.com., Wu WG; Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China. Electronic address: wuwenguang@xinhuamed.com.cn., Zhang Y; The Anuradha and Vikas Sinha Department of Data Science, University of North Texas, Denton 76207, TX, USA. Electronic address: yang.zhang@unt.edu., Xue P; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China. Electronic address: xp11937@rjh.com.cn.
Source: Journal of advanced research [J Adv Res] 2026 Apr 30. Date of Electronic Publication: 2026 Apr 30.
Publication Type: Journal Article; Review
Journal Info: Publisher: Cairo University, production and hosting by Elsevier B. V Country of Publication: Egypt NLM ID: 101546952 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2090-1224 (Electronic) Linking ISSN: 20901224 NLM ISO Abbreviation: J Adv Res Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Artificial intelligence-driven early screening and diagnosis of pancreatic cancer: technical innovations, clinical applications, and precision medicine strategies.
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  Data: <searchLink fieldCode="AU" term="%22Li+YR%22">Li YR</searchLink>; Department of Pathology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou 225300, Jiangsu, China; Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China.<br /><searchLink fieldCode="AU" term="%22Li+D%22">Li D</searchLink>; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China.<br /><searchLink fieldCode="AU" term="%22Zhou+YW%22">Zhou YW</searchLink>; Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China.<br /><searchLink fieldCode="AU" term="%22Wang+WE%22">Wang WE</searchLink>; Department of General Surgery, the Fourth Hospital of Changsha, Changsha Hospital of Hunan Normal University, Changsha 410006, Hunan, China.<br /><searchLink fieldCode="AU" term="%22Ma+YS%22">Ma YS</searchLink>; Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China.<br /><searchLink fieldCode="AU" term="%22Liu+XY%22">Liu XY</searchLink>; Department of Pathology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou 225300, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Yang+QX%22">Yang QX</searchLink>; Department of Pathology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou 225300, Jiangsu, China; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China.<br /><searchLink fieldCode="AU" term="%22Lu+CN%22">Lu CN</searchLink>; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China.<br /><searchLink fieldCode="AU" term="%22Cai+YF%22">Cai YF</searchLink>; Department of Biostatistics, University of Illinois Urbana-Champaign, Urbana 61801, IL, USA.<br /><searchLink fieldCode="AU" term="%22Yang+C%22">Yang C</searchLink>; Department of Anesthesiology and Perioperative Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Chu+KJ%22">Chu KJ</searchLink>; Biliary Surgical Department I, Third Affiliated Hospital of Naval Medical University, Shanghai 200438, China.<br /><searchLink fieldCode="AU" term="%22Dong+H%22">Dong H</searchLink>; Biliary Surgical Department I, Third Affiliated Hospital of Naval Medical University, Shanghai 200438, China.<br /><searchLink fieldCode="AU" term="%22Yu+H%22">Yu H</searchLink>; Department of Pathology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou 225300, Jiangsu, China. Electronic address: yuhong@njmu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Fu+D%22">Fu D</searchLink>; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China. Electronic address: fu800da900@126.com.<br /><searchLink fieldCode="AU" term="%22Wu+WG%22">Wu WG</searchLink>; Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China. Electronic address: wuwenguang@xinhuamed.com.cn.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; The Anuradha and Vikas Sinha Department of Data Science, University of North Texas, Denton 76207, TX, USA. Electronic address: yang.zhang@unt.edu.<br /><searchLink fieldCode="AU" term="%22Xue+P%22">Xue P</searchLink>; Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China. Electronic address: xp11937@rjh.com.cn.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Cairo+University%2C+production+and+hosting+by+Elsevier+B%2E+V%22">Cairo University, production and hosting by Elsevier B. V </searchLink><i>Country of Publication: </i>Egypt <i>NLM ID: </i>101546952 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2090-1224 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220901224%22">20901224 </searchLink><i>NLM ISO Abbreviation: </i>J Adv Res <i>Subsets: </i>MEDLINE
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1016/j.jare.2026.04.060
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      – Code: eng
        Text: English
    Titles:
      – TitleFull: Artificial intelligence-driven early screening and diagnosis of pancreatic cancer: technical innovations, clinical applications, and precision medicine strategies.
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              Text: 2026 Apr 30
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