Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography

Author:

Montolío AlbertoORCID,Martín-Gallego Alejandro,Cegoñino José,Orduna ElviraORCID,Vilades Elisa,Garcia-Martin Elena,Palomar Amaya Pérez del

Funder

Instituto de Salud Carlos III

Ministerio de Ciencia, Innovación y Universidades

Ministerio de Economía y Competitividad

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference64 articles.

1. Axonal damage in acute multiple sclerosis lesions;Ferguson;Brain,1997

2. Chronic demyelination exacerbates neuroaxonal loss in patients with MS with unilateral optic neuritis;You;Neurol. Neuroimmunol. Neuroinflammation.,2020

3. Diagnostic criteria for multiple sclerosis: 2005 revisions to the “McDonald Criteria,” Ann;Polman;Neurol.,2005

4. Neural networks to identify multiple sclerosis with optical coherence tomography;Garcia-Martin;Acta Ophthalmol.,2013

5. An effective method for computerized prediction and segmentation of multiple sclerosis lesions in brain MRI;Roy;Comput. Methods Progr. Biomed.,2017

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