Carotid Ultrasound Boundary Study (CUBS): An Open Multicenter Analysis of Computerized Intima-Media Thickness Measurement Systems and Their Clinical Impact.

Atherosclerosis Cardiovascular events Carotid artery intima–media thickness Open-source database Segmentation Ultrasound imaging

Journal

Ultrasound in medicine & biology
ISSN: 1879-291X
Titre abrégé: Ultrasound Med Biol
Pays: England
ID NLM: 0410553

Informations de publication

Date de publication:
08 2021
Historique:
received: 15 09 2020
revised: 11 03 2021
accepted: 19 03 2021
pubmed: 5 5 2021
medline: 27 8 2021
entrez: 4 5 2021
Statut: ppublish

Résumé

Common carotid intima-media thickness (CIMT) is a commonly used marker for atherosclerosis and is often computed in carotid ultrasound images. An analysis of different computerized techniques for CIMT measurement and their clinical impacts on the same patient data set is lacking. Here we compared and assessed five computerized CIMT algorithms against three expert analysts' manual measurements on a data set of 1088 patients from two centers. Inter- and intra-observer variability was assessed, and the computerized CIMT values were compared with those manually obtained. The CIMT measurements were used to assess the correlation with clinical parameters, cardiovascular event prediction through a generalized linear model and the Kaplan-Meier hazard ratio. CIMT measurements obtained with a skilled analyst's segmentation and the computerized segmentation were comparable in statistical analyses, suggesting they can be used interchangeably for CIMT quantification and clinical outcome investigation. To facilitate future studies, the entire data set used is made publicly available for the community at http://dx.doi.org/10.17632/fpv535fss7.1.

Identifiants

pubmed: 33941415
pii: S0301-5629(21)00141-1
doi: 10.1016/j.ultrasmedbio.2021.03.022
pii:
doi:

Types de publication

Comparative Study Journal Article Multicenter Study Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

2442-2455

Informations de copyright

Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Conflict of interest disclosure F.F. and E.B. are both co-founders of Quipu Srl, Pisa, Italy, a spin-off company of the Italian National Research Council and the University of Pisa. L.G. reports other income from Quipu srl, outside the submitted work. C.C., A.C. and J.R. report ECHOCAD CAROTID (IGAC Software Registration 185/2918).

Auteurs

Kristen M Meiburger (KM)

PolitoBIOmed Lab, Biolab, Department of Electronics and Communications, Politecnico di Torino, Torino, Italy. Electronic address: kristen.meiburger@polito.it.

Guillaume Zahnd (G)

Computer Aided Medical Procedures, Technische Universität München, München, Germany.

Francesco Faita (F)

Institute of Clinical Physiology, Italian National Research Council, Pisa, Italy.

Christos P Loizou (CP)

Department of Computer Science, University of Cyprus, Nicosia, Cyprus.

Catarina Carvalho (C)

INESC Technology and Science, Porto, Portugal.

David A Steinman (DA)

Biomedical Simulation Lab, Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada.

Lorenzo Gibello (L)

Dipartimento di Scienze Chirurgiche, University of Torino, Torino, Italy.

Rosa Maria Bruno (RM)

Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy; INSERM U970, Paris Cardiovascular Research Centre-PARCC and Université de Paris, Paris, France.

Francesco Marzola (F)

PolitoBIOmed Lab, Biolab, Department of Electronics and Communications, Politecnico di Torino, Torino, Italy.

Ricarda Clarenbach (R)

Helios Klinikum München West, München, Germany.

Martina Francesconi (M)

Institute of Clinical Physiology, Italian National Research Council, Pisa, Italy; Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Andrew N Nicolaides (AN)

Cyprus Cardiovascular Disease Educational Research Trust, Nicosia, Cyprus.

Aurelio Campilho (A)

INESC Technology and Science, Porto, Portugal; FEUP-Faculty of Engineering, University of Porto, Porto, Portugal.

Reza Ghotbi (R)

INSERM U970, Paris Cardiovascular Research Centre-PARCC and Université de Paris, Paris, France.

Efthyvoulos Kyriacou (E)

Department of Computer Science and Engineering, Frederick University, Limassol, Cyprus.

Nassir Navab (N)

Computer Aided Medical Procedures, Technische Universität München, München, Germany; Computer Aided Medical Procedures, Johns Hopkins University, Baltimore, Maryland, USA.

Maura Griffin (M)

The Vascular Screening and Diagnostic Centre, Nicosia, Cyprus.

Andrie G Panayiotou (AG)

Cyprus International Institute for Environmental and Public Health, Cyprus University of Technology, Limassol, Cyprus.

Rachele Gherardini (R)

Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Gianfranco Varetto (G)

Dipartimento di Scienze Chirurgiche, University of Torino, Torino, Italy.

Elisabetta Bianchini (E)

Institute of Clinical Physiology, Italian National Research Council, Pisa, Italy.

Constantinos S Pattichis (CS)

Department of Computer Science and Biomedical Engineering Research Center, University of Cyprus, Nicosia, Cyprus.

Lorenzo Ghiadoni (L)

Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

José Rouco (J)

Research Center of Information and Communication Technologies, UDC, A Coruña, Spain; Department of Computer Science, University of A Coruña, A Coruña, Spain.

Filippo Molinari (F)

PolitoBIOmed Lab, Biolab, Department of Electronics and Communications, Politecnico di Torino, Torino, Italy.

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