METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII

被引:0
|
作者
Burak Kocak
Tugba Akinci D’Antonoli
Nathaniel Mercaldo
Angel Alberich-Bayarri
Bettina Baessler
Ilaria Ambrosini
Anna E. Andreychenko
Spyridon Bakas
Regina G. H. Beets-Tan
Keno Bressem
Irene Buvat
Roberto Cannella
Luca Alessandro Cappellini
Armando Ugo Cavallo
Leonid L. Chepelev
Linda Chi Hang Chu
Aydin Demircioglu
Nandita M. deSouza
Matthias Dietzel
Salvatore Claudio Fanni
Andrey Fedorov
Laure S. Fournier
Valentina Giannini
Rossano Girometti
Kevin B. W. Groot Lipman
Georgios Kalarakis
Brendan S. Kelly
Michail E. Klontzas
Dow-Mu Koh
Elmar Kotter
Ho Yun Lee
Mario Maas
Luis Marti-Bonmati
Henning Müller
Nancy Obuchowski
Fanny Orlhac
Nikolaos Papanikolaou
Ekaterina Petrash
Elisabeth Pfaehler
Daniel Pinto dos Santos
Andrea Ponsiglione
Sebastià Sabater
Francesco Sardanelli
Philipp Seeböck
Nanna M. Sijtsema
Arnaldo Stanzione
Alberto Traverso
Lorenzo Ugga
Martin Vallières
Lisanne V. van Dijk
机构
[1] University of Health Sciences,Department of Radiology
[2] Basaksehir Cam and Sakura City Hospital,Institute of Radiology and Nuclear Medicine
[3] Cantonal Hospital Baselland,Department of Radiology
[4] Massachusetts General Hospital,Department of Diagnostic and Interventional Radiology
[5] Quantitative Imaging Biomarkers in Medicine (Quibim),Department of Translational Research, Academic Radiology
[6] University Hospital Würzburg,Laboratory for Digital Public Health Technologies
[7] University of Pisa,Division of Computational Pathology, Department of Pathology and Laboratory Medicine, School of Medicine
[8] ITMO University,Center for Federated Learning in Precision Medicine
[9] Indiana University,Department of Radiology
[10] Indiana University,GROW School for Oncology and Developmental Biology
[11] The Netherlands Cancer Institute, Institute of Regional Health Research
[12] Maastricht University Medical Center,Department of Radiology
[13] University of Southern Denmark,Section of Radiology
[14] Charité – Universitätsmedizin Berlin, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND)
[15] Corporate Member of Freie Universität Berlin and Humboldt- Universität zu Berlin,Department of Biomedical Sciences
[16] Berlin Institute of Health at Charité - Universitätsmedizin Berlin,Division of Radiology
[17] Institut Curie,Joint Department of Medical Imaging
[18] Inserm,The Russell H. Morgan Department of Radiology and Radiological Science
[19] PSL University,Institute of Diagnostic and Interventional Radiology and Neuroradiology
[20] Laboratory of Translational Imaging in Oncology,Division of Radiotherapy and Imaging
[21] University of Palermo,Department of Imaging
[22] Humanitas University,Department of Radiology
[23] Istituto Dermopatico dell’Immacolata (IDI) IRCCS,Department of Radiology, Brigham and Women’s Hospital
[24] University Health Network,Department of Radiology
[25] University of Toronto,Department of Surgical Sciences
[26] Johns Hopkins University School of Medicine,Institute of Radiology, Department of Medicine
[27] University Hospital ,Department of Thoracic Oncology
[28] The Institute of Cancer Research,Department of Neuroradiology
[29] The Royal Marsden National Health Service (NHS) Foundation Trust,Department of Clinical Science, Division of Radiology, Intervention and Technology (CLINTEC)
[30] University Hospital Erlangen,Department of Radiology, Medical School
[31] Harvard Medical School,Department of Radiology
[32] Université Paris Cité,School of Medicine
[33] AP-HP,Department of Medical Imaging
[34] Hôpital Européen Georges Pompidou,Department of Radiology
[35] PARCC UMRS 970,Computational Biomedicine Laboratory
[36] INSERM,Department of Radiology
[37] University of Turin,Department of Diagnostic and Interventional Radiology
[38] University of Udine,Department of Radiology and Center for Imaging Science
[39] University Hospital S. Maria della Misericordia, Department of Health Sciences and Technology
[40] Netherlands Cancer Institute,Department of Radiology & Nuclear Medicine
[41] Karolinska University Hospital,Medical Imaging Department and Biomedical Imaging Research Group
[42] Karolinska Institutet,Department of Radiology and Medical Informatics
[43] University of Crete,Quantitative Health Sciences
[44] St Vincent’s University Hospital,Computational Clinical Imaging Group, Centre for the Unknown
[45] Insight Centre for Data Analytics,Department of Radiology
[46] UCD,Radiology department
[47] University College Dublin,Department of Radiology
[48] University Hospital of Heraklion,Institute for Diagnostic and Interventional Radiology
[49] School of Medicine,Department of Advanced Biomedical Sciences
[50] University of Crete,Department of Radiation Oncology
来源
Insights into Imaging | / 15卷
关键词
Radiomics; Deep learning; Artificial intelligence; Machine learning; Guideline;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Reproducibility of radiomics quality score: an intra- and inter-rater reliability study
    Akinci D'Antonoli, Tugba
    Cavallo, Armando Ugo
    Vernuccio, Federica
    Stanzione, Arnaldo
    Klontzas, Michail E.
    Cannella, Roberto
    Ugga, Lorenzo
    Baran, Agah
    Fanni, Salvatore Claudio
    Petrash, Ekaterina
    Ambrosini, Ilaria
    Cappellini, Luca Alessandro
    van Ooijen, Peter
    Kotter, Elmar
    Pinto dos Santos, Daniel
    Cuocolo, Renato
    EUROPEAN RADIOLOGY, 2024, 34 (04) : 2791 - 2804
  • [42] Radiomics quality score in renal masses: a systematic assessment on current literature
    Azadikhah, Afshin
    Varghese, Bino Abel
    Lei, Xiaomeng
    Martin-King, Chloe
    Cen, Steven Yong
    Duddalwar, Vinay Anant
    BRITISH JOURNAL OF RADIOLOGY, 2022, 95 (1137)
  • [43] Prostate MRI radiomics: A systematic review and radiomic quality score assessment
    Stanzione, Arnaldo
    Gambardella, Michele
    Cuocolo, Renato
    Ponsiglione, Andrea
    Romeo, Valeria
    Imbriaco, Massimo
    EUROPEAN JOURNAL OF RADIOLOGY, 2020, 129
  • [44] A radiomics-based decision support tool improves lung cancer diagnosis in combination with the Herder score in large lung nodules
    Hunter, Benjamin
    Chen, Mitchell
    Ratnakumar, Prashanthi
    Alemu, Esubalew
    Logan, Andrew
    Linton-Reid, Kristofer
    Tong, Daniel
    Senthivel, Nishanthi
    Bhamani, Amyn
    Bloch, Susannah
    Kemp, Samuel, V
    Boddy, Laura
    Jain, Sejal
    Gareeboo, Shafick
    Rawal, Bhavin
    Doran, Simon
    Navani, Neal
    Nair, Arjun
    Bunce, Catey
    Kaye, Stan
    Blackledge, Matthew
    Aboagye, Eric O.
    Devaraj, Anand
    Lee, Richard W.
    EBIOMEDICINE, 2022, 86
  • [45] Quality assessment of radiomics research in cardiac CT: a systematic review
    Suji Lee
    Kyunghwa Han
    Young Joo Suh
    European Radiology, 2022, 32 : 3458 - 3468
  • [46] Quality assessment of radiomics research in cardiac CT: a systematic review
    Lee, Suji
    Han, Kyunghwa
    Suh, Young Joo
    EUROPEAN RADIOLOGY, 2022, 32 (05) : 3458 - 3468
  • [47] Predicting hemorrhagic transformation in acute ischemic stroke: a systematic review, meta-analysis, and methodological quality assessment of CT/MRI-based deep learning and radiomics models
    Mohsen Salimi
    Pouria Vadipour
    Amir Reza Bahadori
    Shakiba Houshi
    Ali Mirshamsi
    Hossein Fatemian
    Emergency Radiology, 2025, 32 (3) : 409 - 433
  • [48] Free automatic software for quality assurance of computed tomography calibration, edges and radiomics metrics reproducibility
    Saborido-Moral, Juan D.
    Fernandez-Patona, Matias
    Tejedor-Aguilar, Natalia
    Cristian-Marin, Andrei
    Torres-Espallardo, Irene
    Campayo-Esteban, Juan M.
    Perez-Calatayud, Jose
    Baltas, Dimos
    Marti-Bonmati, Luis
    Carles, Montserrat
    PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2023, 114
  • [49] Quality assessment of meningioma radiomics studies: Bridging the gap between exploratory research and clinical applications
    Won, So Yeon
    Park, Yae Won
    Ahn, Sung Soo
    Moon, Ju Hyung
    Kim, Eui Hyun
    Kang, Seok-Gu
    Chang, Jong Hee
    Kim, Se Hoon
    Lee, Seung-Koo
    EUROPEAN JOURNAL OF RADIOLOGY, 2021, 138
  • [50] Atherosclerotic carotid artery disease Radiomics: A systematic review with meta-analysis and radiomic quality score assessment
    Vacca, Sebastiano
    Scicolone, Roberta
    Gupta, Ajay
    Wasserman, Bruce Allan
    Song, Jae
    Nardi, Valentina
    Yang, Qi
    Benson, John
    Lanzino, Giuseppe
    Paraskevas, Kosmas
    Suri, Jasjit S.
    Saba, Luca
    EUROPEAN JOURNAL OF RADIOLOGY, 2024, 177