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Integrative Machine Learning Model Leveraging DCE-MRI and PSA Values for Advanced Risk Stratification in Prostate Cancer.

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Title: Integrative Machine Learning Model Leveraging DCE-MRI and PSA Values for Advanced Risk Stratification in Prostate Cancer.
Authors: Panc K; Department of Radiology, Ministry of Health Karakoçan State Hospital, Elazığ, Turkey., Sekmen S; Department of Radiology, Ministry of Health Patnos State Hospital, Ağrı, Turkey., Gundogdu H; Department of Radiology; Faculty of Medicine, Samsun University, Samsun, Turkey., Basaran M; Department of Radiology; Faculty of Medicine, Samsun University, Samsun, Turkey., Bulbul HM; Department of Radiology; Faculty of Medicine, Recep Tayyip Erdogan University, Rize, Turkey., Gurun E; Department of Radiology; Faculty of Medicine, Samsun University, Samsun, Turkey.
Source: Journal of clinical ultrasound : JCU [J Clin Ultrasound] 2026 May; Vol. 54 (4), pp. 808-816. Date of Electronic Publication: 2025 Nov 07.
Publication Type: Journal Article
Journal Info: Publisher: Wiley Subscription Services, Inc Country of Publication: United States NLM ID: 0401663 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-0096 (Electronic) Linking ISSN: 00912751 NLM ISO Abbreviation: J Clin Ultrasound Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Integrative Machine Learning Model Leveraging DCE-MRI and PSA Values for Advanced Risk Stratification in Prostate Cancer.
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  Data: <searchLink fieldCode="AU" term="%22Panc+K%22">Panc K</searchLink>; Department of Radiology, Ministry of Health Karakoçan State Hospital, Elazığ, Turkey.<br /><searchLink fieldCode="AU" term="%22Sekmen+S%22">Sekmen S</searchLink>; Department of Radiology, Ministry of Health Patnos State Hospital, Ağrı, Turkey.<br /><searchLink fieldCode="AU" term="%22Gundogdu+H%22">Gundogdu H</searchLink>; Department of Radiology; Faculty of Medicine, Samsun University, Samsun, Turkey.<br /><searchLink fieldCode="AU" term="%22Basaran+M%22">Basaran M</searchLink>; Department of Radiology; Faculty of Medicine, Samsun University, Samsun, Turkey.<br /><searchLink fieldCode="AU" term="%22Bulbul+HM%22">Bulbul HM</searchLink>; Department of Radiology; Faculty of Medicine, Recep Tayyip Erdogan University, Rize, Turkey.<br /><searchLink fieldCode="AU" term="%22Gurun+E%22">Gurun E</searchLink>; Department of Radiology; Faculty of Medicine, Samsun University, Samsun, Turkey.
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  Data: <searchLink fieldCode="JN" term="%220401663%22">Journal of clinical ultrasound : JCU</searchLink> [J Clin Ultrasound] 2026 May; Vol. 54 (4), pp. 808-816. <i>Date of Electronic Publication: </i>2025 Nov 07.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley+Subscription+Services%2C+Inc%22">Wiley Subscription Services, Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0401663 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1097-0096 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200912751%22">00912751 </searchLink><i>NLM ISO Abbreviation: </i>J Clin Ultrasound <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41203263
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      – Type: doi
        Value: 10.1002/jcu.70129
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      – Code: eng
        Text: English
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        StartPage: 808
    Titles:
      – TitleFull: Integrative Machine Learning Model Leveraging DCE-MRI and PSA Values for Advanced Risk Stratification in Prostate Cancer.
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            NameFull: Panc K
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            NameFull: Sekmen S
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            NameFull: Gundogdu H
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            NameFull: Basaran M
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            NameFull: Bulbul HM
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            NameFull: Gurun E
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            – D: 01
              M: 05
              Text: 2026 May
              Type: published
              Y: 2026
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              Value: 1097-0096
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              Value: 54
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              Value: 4
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            – TitleFull: Journal of clinical ultrasound : JCU
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