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The Role of Radiomic Analysis and Different Machine Learning Models in Prostate Cancer Diagnosis.

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第一作者： Eleni,Bekou

第一单位： Medical Physics Laboratory, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece.

作者： Eleni,Bekou ^[1] ; Ioannis,Seimenis ^[2] ; Athanasios,Tsochatzis ^[3] ; Karafyllia,Tziagkana ^[4] ; Nikolaos,Kelekis ^[5] ; Savas,Deftereos ^[4] ; Nikolaos,Courcoutsakis ^[4] ; Michael I,Koukourakis ^[6] ; Efstratios,Karavasilis ^[1]

作者单位： Medical Physics Laboratory, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece. ^[1] Medical Physics Laboratory, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece. ^[2] Ygeia Private Hospital, 15123 Athens, Greece. ^[3] Department of Radiology, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece. ^[4] Research Unit of Radiology and Medical Imaging, 2nd Department of Radiology, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece. ^[5] Department of Radiotherapy/Oncology, University Hospital of Alexandroupolis, Democritus University of Thrace, 68100 Alexandroupolis, Greece. ^[6]

关键词 biparametric magnetic resonance imaging machine learning prostate cancer prostate cancer diagnosis prostate-specific antigen radiomics

DOI 10.3390/jimaging11080250

PMID 40863460

发布时间 2025-09-14

基金项目

952179/European Union's Horizon 2020, INCISIVE project

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Journal of imaging

2025年11卷8期

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The Role of Radiomic Analysis and Different Machine Learning Models in Prostate Cancer Diagnosis.

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The Role of Radiomic Analysis and Different Machine Learning Models in Prostate Cancer Diagnosis.

Journal of imaging

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Journal of imaging

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