Radiomics and machine learning analysis by computed tomography and magnetic resonance imaging in colorectal liver metastases prognostic assessment

被引:1
|
作者
Vincenza Granata
Roberta Fusco
Federica De Muzio
Maria Chiara Brunese
Sergio Venanzio Setola
Alessandro Ottaiano
Claudia Cardone
Antonio Avallone
Renato Patrone
Silvia Pradella
Vittorio Miele
Fabiana Tatangelo
Carmen Cutolo
Nicola Maggialetti
Damiano Caruso
Francesco Izzo
Antonella Petrillo
机构
[1] Istituto Nazionale Tumori IRCCS Fondazione Pascale – IRCCS di Napoli,Division of Radiology
[2] Igea SpA,Medical Oncology Division
[3] University of Molise,Department of Medicine and Health Sciences V. Tiberio
[4] IRCCS Fondazione G. Pascale,Clinical Experimental Abdominal Oncology Unit, Istituto Nazionale Tumori
[5] Istituto Nazionale Tumori IRCCS Fondazione Pascale—IRCCS di Napoli,Division of Hepatobiliary Surgical Oncology
[6] Careggi University Hospital,Department of Radiology
[7] Italian Society of Medical and Interventional Radiology (SIRM),SIRM Foundation
[8] Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli,Division of Pathological Anatomy and Cytopathology
[9] University of Salerno,Department of Medicine, Surgery and Dentistry
[10] University of Bari “Aldo Moro”,Department of Medical Science, Neuroscience and Sensory Organs (DSMBNOS)
[11] Sapienza-University of Rome,Department of Medical Surgical Sciences and Translational Medicine, Radiology Unit
关键词
Colorectal liver metastases; Radiomics analysis; Machine learning analysis; Biomarkers; Computed tomography; Magnetic resonance imaging;
D O I
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中图分类号
学科分类号
摘要
引用
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页码:1310 / 1332
页数:22
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