Radiomics and liver: Where we are and where we are headed?

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作者： Cesare,Maino ^[1] ; Federica,Vernuccio ^[2] ; Roberto,Cannella ^[3] ; Paolo Niccolò,Franco ^[4] ; Valentina,Giannini ^[5] ; Michele,Dezio ^[6] ; Antonio Rosario,Pisani ^[7] ; Antonino Andrea,Blandino ^[3] ; Riccardo,Faletti ^[5] ; Elisabetta,De Bernardi ^[8] ; Davide,Ippolito ^[9] ; Marco,Gatti ^[5] ; Riccardo,Inchingolo ^[10]

作者单位： Department of Radiology, Fondazione IRCCS San Gerardo dei Tintori, Monza 20900, Italy. Electronic address: mainocesare@gmail.com. ^[1] Institute of Radiology, University Hospital of Padova, Padova 35128, Italy. ^[2] Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo 90127, Italy. ^[3] Department of Radiology, Fondazione IRCCS San Gerardo dei Tintori, Monza 20900, Italy. ^[4] Department of Surgical Sciences, University of Turin, Turin 10126, Italy. ^[5] Department of Radiology, Miulli Hospital, Acquaviva delle Fonti 70021, Bari, Italy. ^[6] Nuclear Medicine Unit, Interdisciplinary Department of Medicine, University of Bari, Bari 70121, Italy. ^[7] Bicocca Bioinformatics Biostatistics and Bioimaging Centre - B4, University of Milano Bicocca, Milano 20100, Italy; School of Medicine, University of Milano Bicocca, Milano 20100, Italy. ^[8] Department of Radiology, Fondazione IRCCS San Gerardo dei Tintori, Monza 20900, Italy; School of Medicine, University of Milano Bicocca, Milano 20100, Italy. ^[9] Unit of Interventional Radiology, F. Miulli Hospital, Acquaviva delle Fonti 70021, Italy. ^[10]

关键词 Artificial Intelligence Cholangiocarcinoma Computed Tomography Deep Learning Diagnosis Hepatocellular carcinoma Liver metastases Machine Learning Magnetic resonance imaging Prognosis Radiomics Texture analysis

主题词人类(Humans);体层摄影术, X线计算机(Tomography, X-Ray Computed);肝肿瘤(Liver Neoplasms);放射摄影术(Radiography);磁共振成像(Magnetic Resonance Imaging)

DOI 10.1016/j.ejrad.2024.111297

PMID 38237517

发布时间 2024-02-14

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