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Artificial Intelligence-Powered Spatial Analysis of Immune Phenotypes in Resected Pancreatic Cancer.

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Title: Artificial Intelligence-Powered Spatial Analysis of Immune Phenotypes in Resected Pancreatic Cancer.
Authors: Kim H; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Choi JH; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea., Lim Y; Lunit, Seoul, Republic of Korea., Yoon SJ; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Jang KT; Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Ock CY; Lunit, Seoul, Republic of Korea., Choi YH; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Joe C; Department of Health Sciences and Technology, Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea., Song S; Lunit, Seoul, Republic of Korea., Moon J; Lunit, Seoul, Republic of Korea., Song H; Lunit, Seoul, Republic of Korea., Pereira S; Lunit, Seoul, Republic of Korea., Lee S; Lunit, Seoul, Republic of Korea., Park S; Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Pathology, Shinwon Medical Foundation, Gwangmyeong, Republic of Korea., Kim K; Biomedical Statistics Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea., Lee SH; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Health Sciences and Technology, Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea., Kim H; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Shin SH; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Heo JS; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Lee KH; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Clinical Research Design & Evaluation, Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea., Lee KT; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Lee JK; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Han IW; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea., Park JK; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Health Sciences and Technology, Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea.
Source: JAMA surgery [JAMA Surg] 2025 Aug 01; Vol. 160 (8), pp. 884-892.
Publication Type: Journal Article
Journal Info: Publisher: American Medical Association Country of Publication: United States NLM ID: 101589553 Publication Model: Print Cited Medium: Internet ISSN: 2168-6262 (Electronic) Linking ISSN: 21686254 NLM ISO Abbreviation: JAMA Surg Subsets: MEDLINE
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  Data: Artificial Intelligence-Powered Spatial Analysis of Immune Phenotypes in Resected Pancreatic Cancer.
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  Data: <searchLink fieldCode="AU" term="%22Kim+H%22">Kim H</searchLink>; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Choi+JH%22">Choi JH</searchLink>; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Lim+Y%22">Lim Y</searchLink>; Lunit, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Yoon+SJ%22">Yoon SJ</searchLink>; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Jang+KT%22">Jang KT</searchLink>; Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Ock+CY%22">Ock CY</searchLink>; Lunit, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Choi+YH%22">Choi YH</searchLink>; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Joe+C%22">Joe C</searchLink>; Department of Health Sciences and Technology, Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Song+S%22">Song S</searchLink>; Lunit, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Moon+J%22">Moon J</searchLink>; Lunit, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Song+H%22">Song H</searchLink>; Lunit, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Pereira+S%22">Pereira S</searchLink>; Lunit, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+S%22">Lee S</searchLink>; Lunit, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Park+S%22">Park S</searchLink>; Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Pathology, Shinwon Medical Foundation, Gwangmyeong, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+K%22">Kim K</searchLink>; Biomedical Statistics Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+SH%22">Lee SH</searchLink>; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Health Sciences and Technology, Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+H%22">Kim H</searchLink>; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Shin+SH%22">Shin SH</searchLink>; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Heo+JS%22">Heo JS</searchLink>; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+KH%22">Lee KH</searchLink>; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Clinical Research Design & Evaluation, Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+KT%22">Lee KT</searchLink>; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+JK%22">Lee JK</searchLink>; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Han+IW%22">Han IW</searchLink>; Division of Hepatobiliary-Pancreatic Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Park+JK%22">Park JK</searchLink>; Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.; Department of Health Sciences and Technology, Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Medical+Association%22">American Medical Association </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101589553 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>2168-6262 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2221686254%22">21686254 </searchLink><i>NLM ISO Abbreviation: </i>JAMA Surg <i>Subsets: </i>MEDLINE
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