A deep learning-based comparative MRI model to detect inflammatory changes in rheumatoid arthritis

Author:

Hassanzadeh TaherehORCID,Shamonin Denis P.,Li YanliORCID,Krijbolder Doortje I.,Reijnierse MoniqueORCID,van der Helm-van Mil Annette H.M.,Stoel Berend C.ORCID

Funder

Dutch Arthritis Society

ZonMw

Nederlandse Organisatie voor Wetenschappelijk Onderzoek

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing,Biomedical Engineering

Reference22 articles.

1. Rheumatoid arthritis: diagnosis and management;Majithia;Amer. J. Med.,2007

2. OMERACT rheumatoid arthritis magnetic resonance imaging studies. Core set of MRI acquisitions, joint pathology definitions, and the OMERACT RA-MRI scoring system;Østergaard;J. Rheumatol.,2003

3. ERAMRS: a new MR scoring system for early rheumatoid arthritis of the wrist;Xiao;Eur. Radiol.,2019

4. Automatic quantification of tenosynovitis on MRI of the wrist in patients with early arthritis: a feasibility study;Aizenberg;Eur. Radiol.,2019

5. U-net: Convolutional networks for biomedical image segmentation;Ronneberger,2015

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