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
来源：
La radiologia medica | 2023年 / 128卷 / 11期
关键词：
Colorectal liver metastases; Radiomics analysis; Machine learning analysis; Biomarkers; Computed tomography; Magnetic resonance imaging;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1310 / 1332
页数：22
相关论文
共 50 条
  • [21] Correction: Colorectal liver metastases patients prognostic assessment: prospects and limits of radiomics and radiogenomics
    Vincenza Granata
    Roberta Fusco
    Sergio Venanzio Setola
    Roberta Galdiero
    Nicola Maggialetti
    Renato Patrone
    Alessandro Ottaiano
    Guglielmo Nasti
    Lucrezia Silvestro
    Antonio Cassata
    Francesca Grassi
    Antonio Avallone
    Francesco Izzo
    Antonella Petrillo
    Infectious Agents and Cancer, 18
  • [22] Functional Imaging of Colorectal Cancer: Positron Emission Tomography, Magnetic Resonance Imaging, and Computed Tomography
    Kapse, Nikhil
    Goh, Vicky
    CLINICAL COLORECTAL CANCER, 2009, 8 (02) : 77 - 87
  • [23] Predicting survival for hepatic arterial infusion chemotherapy of unresectable colorectal liver metastases: Radiomics analysis of pretreatment computed tomography
    Liu, Peng
    Zhu, Haitao
    Zhu, Haibin
    Zhang, Xiaoyan
    Feng, Aiwei
    Zhu, Xu
    Sun, Yingshi
    JOURNAL OF TRANSLATIONAL INTERNAL MEDICINE, 2022, 10 (01) : 56 - 64
  • [24] Computed tomography and magnetic resonance imaging in the assessment of acute pancreatitis
    Arvanitakis, M
    Delhaye, M
    De Maertelaere, V
    Bali, M
    Winant, C
    Coppens, E
    Jeanmart, J
    Zalcman, M
    Van Gansbeke, D
    Devière, J
    Matos, C
    GASTROENTEROLOGY, 2004, 126 (03) : 715 - 723
  • [25] Computed tomography and magnetic resonance imaging in the assessment of acute pancreatitis
    Reddy, MS
    Udgiri, N
    GASTROENTEROLOGY, 2004, 127 (04) : 1277 - 1277
  • [26] Magnetic resonance imaging and computed tomography in assessment of atherosclerotic plaque
    Fayad Z.A.
    Sirol M.
    Nikolaou K.
    Choudhury R.P.
    Fuster V.
    Current Atherosclerosis Reports, 2004, 6 (3) : 232 - 242
  • [27] LIVER MAGNETIC RESONANCE IMAGING (MRI) IN POTENTIALLY RESECTABLE COLORECTAL LIVER METASTASES
    Wong, R.
    Whittle, J. R.
    Page, P.
    Fox, A.
    Mackay, S.
    Johnson, M. A.
    ASIA-PACIFIC JOURNAL OF CLINICAL ONCOLOGY, 2015, 11 : 68 - 68
  • [28] Preoperative assessment of focal liver lesions:: Multidetector computed tomography challenges magnetic resonance imaging
    Numminen, K
    Isoniemi, H
    Halavaara, J
    Tervahartiala, P
    Mäkisalo, H
    Laasonen, L
    Höckerstedt, K
    ACTA RADIOLOGICA, 2005, 46 (01) : 9 - 15
  • [29] Liver Metastases From Colorectal Cancer Treated With Conventional and Antiangiogenetic Chemotherapy: Evaluation With Liver Computed Tomography Perfusion and Magnetic Resonance Diffusion-Weighted Imaging
    Anzidei, Michele
    Napoli, Alessandro
    Zaccagna, Fulvio
    Cartocci, Gaia
    Saba, Luca
    Menichini, Guendalina
    Marincola, Beatrice Cavallo
    Marotta, Eugenio
    Di Mare, Luisa
    Catalano, Carlo
    Passariello, Roberto
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2011, 35 (06) : 690 - 696
  • [30] Magnetic resonance imaging and computed tomography in the diagnoses of brain metastases of lung cancer
    Suzuki, K
    Yamamoto, M
    Hasegawa, Y
    Ando, M
    Shima, K
    Sako, C
    Ito, G
    Shimokata, K
    LUNG CANCER, 2004, 46 (03) : 357 - 360
12345