Deep Learning Enabled Scoring of Pancreatic Neuroendocrine Tumors Based on Cancer Infiltration Patterns.

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第一作者： Soner,Koc

第一单位： Department of Computer Engineering, Koc University, Istanbul, Turkey.;KUIS AI Center, Koc University, Istanbul, Turkey.

作者： Soner,Koc ^[1] ; Ozgur Can,Eren ^[2] ; Rohat,Esmer ^[3] ; Fatma Ulkem,Kasapoglu ^[1] ; Burcu,Saka ^[2] ; Orhun Cig,Taskin ^[2] ; Pelin,Bagci ^[4] ; Nazmi Volkan,Adsay ^[5] ; Cigdem,Gunduz-Demir ^[6]

作者单位： Department of Computer Engineering, Koc University, Istanbul, Turkey.;KUIS AI Center, Koc University, Istanbul, Turkey. ^[1] Department of Pathology, Koc University School of Medicine, Istanbul, Turkey.;Koc University Research Center for Translational Medicine, Istanbul, Turkey. ^[2] Koc University School of Medicine, Istanbul, Turkey. ^[3] Department of Pathology, Marmara University Pendik Research and Training Hospital, Istanbul, Turkey. ^[4] Department of Pathology, Koc University School of Medicine, Istanbul, Turkey. vadsay@ku.edu.tr.;Koc University Research Center for Translational Medicine, Istanbul, Turkey. vadsay@ku.edu.tr.;Koc University School of Medicine, Istanbul, Turkey. vadsay@ku.edu.tr. ^[5] Department of Computer Engineering, Koc University, Istanbul, Turkey. cgunduz@ku.edu.tr.;KUIS AI Center, Koc University, Istanbul, Turkey. cgunduz@ku.edu.tr.;Koc University School of Medicine, Istanbul, Turkey. cgunduz@ku.edu.tr. ^[6]

关键词 Artificial intelligence Deep learning Graph neural networks Infiltration patterns Pancreatic neuroendocrine tumors

主题词人类(Humans);胰腺肿瘤(Pancreatic Neoplasms);神经内分泌瘤(Neuroendocrine Tumors);肿瘤微环境(Tumor Microenvironment)

DOI 10.1007/s12022-025-09846-3

PMID 39847242

发布时间 2025-01-23

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