Digital technologies in the diagnosis and treatment of neurological diseases

Author:

Petukhova N. V.1,Farkhadov M. P.1,Zamegrad M. V.2,Grachev S. P.3

Affiliation:

1. V.A. Trapeznikov Institute of Management Problems, Russian Academy of Sciences

2. Department of Neurology, Russian Medical Academy of Continuing Professional Education, Ministry of Health of Russia; Russian Research and Clinical Center of Gerontology (Separate Subdivision), N.I. Pirogov Russian National Research Medical University, Ministry of Health of Russia

3. Department of Cardiology, A.I. Evdokimov Moscow State University of Medicine and Dentistry, Ministry of Health of Russia

Abstract

The review considers works devoted to convolutional neural networks as a main method for digital image processing, as well as to the diagnosis of neurological diseases based on computer-aided analysis of magnetic resonance imaging and electroencephalography. It describes approaches to building computer-aided diagnostic systems and gives examples of these systems in neurology. The virtual reality technology used to rehabilitate patients with imbalance, posttraumatic disorders, and consequences of stroke is presented. Digitalization is stated to be one of the priority areas for medicine development.

Publisher

IMA Press, LLC

Subject

Psychiatry and Mental health,Clinical Neurology,Clinical Psychology

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. High technologies in medicine and neurology at the current stage: problems and prospects;Glavvrač (Chief Medical Officer);2023-04-07

2. Digital technologies in the assessment of neurological status;Zhurnal nevrologii i psikhiatrii im. S.S. Korsakova;2023

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