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Machine learning prediction of Gleason grade group upgrade between in-bore biopsy and radical prostatectomy pathology.

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Title: Machine learning prediction of Gleason grade group upgrade between in-bore biopsy and radical prostatectomy pathology.
Authors: Ozbozduman K; Bogazici University Physics Department, Istanbul, Turkey. kaan.ozbozduman@boun.edu.tr., Loc I; Bogazici University Physics Department, Istanbul, Turkey., Durmaz S; Department of Radiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey., Atasoy D; Department of Radiology, University of Koc School of Medicine, Istanbul, Turkey., Kilic M; Department of Urology, VKF American Hospital, Istanbul, Turkey., Yildirim H; Department of Radiology, VKF American Hospital, Istanbul, Turkey., Esen T; Department of Urology, VKF American Hospital, Istanbul, Turkey.; Department of Urology, University of Koc School of Medicine, Istanbul, Turkey., Vural M; Department of Radiology, VKF American Hospital, Istanbul, Turkey., Unlu MB; Faculty of Engineering, Ozyegin University, Istanbul, Turkey.; Faculty of Aviation and Aeronautical Sciences Ozyegin University, Istanbul, Turkey.
Source: Scientific reports [Sci Rep] 2024 Mar 11; Vol. 14 (1), pp. 5849. Date of Electronic Publication: 2024 Mar 11.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Ozbozduman+K%22">Ozbozduman K</searchLink>; Bogazici University Physics Department, Istanbul, Turkey. kaan.ozbozduman@boun.edu.tr.<br /><searchLink fieldCode="AU" term="%22Loc+I%22">Loc I</searchLink>; Bogazici University Physics Department, Istanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Durmaz+S%22">Durmaz S</searchLink>; Department of Radiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Atasoy+D%22">Atasoy D</searchLink>; Department of Radiology, University of Koc School of Medicine, Istanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Kilic+M%22">Kilic M</searchLink>; Department of Urology, VKF American Hospital, Istanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Yildirim+H%22">Yildirim H</searchLink>; Department of Radiology, VKF American Hospital, Istanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Esen+T%22">Esen T</searchLink>; Department of Urology, VKF American Hospital, Istanbul, Turkey.; Department of Urology, University of Koc School of Medicine, Istanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Vural+M%22">Vural M</searchLink>; Department of Radiology, VKF American Hospital, Istanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Unlu+MB%22">Unlu MB</searchLink>; Faculty of Engineering, Ozyegin University, Istanbul, Turkey.; Faculty of Aviation and Aeronautical Sciences Ozyegin University, Istanbul, Turkey.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2024 Mar 11; Vol. 14 (1), pp. 5849. <i>Date of Electronic Publication: </i>2024 Mar 11.
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        Value: 10.1038/s41598-024-56415-5
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              Text: 2024 Mar 11
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