Digital technologies in the diagnosis and treatment of neurological diseases
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 compu...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | Russian |
| Published: |
IMA-PRESS LLC
2019-12-01
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| Series: | Неврология, нейропсихиатрия, психосоматика |
| Subjects: | |
| Online Access: | https://nnp.ima-press.net/nnp/article/view/1218 |
| _version_ | 1827062795104944128 |
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| author | N. V. Petukhova M. P. Farkhadov M. V. Zamegrad S. P. Grachev |
| author_facet | N. V. Petukhova M. P. Farkhadov M. V. Zamegrad S. P. Grachev |
| author_sort | N. V. Petukhova |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-10T02:02:12Z |
| format | Article |
| id | doaj.art-921f3f138b50476197b80e068e106149 |
| institution | Directory Open Access Journal |
| issn | 2074-2711 2310-1342 |
| language | Russian |
| last_indexed | 2025-02-18T20:02:31Z |
| publishDate | 2019-12-01 |
| publisher | IMA-PRESS LLC |
| record_format | Article |
| series | Неврология, нейропсихиатрия, психосоматика |
| spelling | doaj.art-921f3f138b50476197b80e068e1061492024-10-17T16:15:26ZrusIMA-PRESS LLCНеврология, нейропсихиатрия, психосоматика2074-27112310-13422019-12-0111410411010.14412/2074-2711-2019-4-104-110930Digital technologies in the diagnosis and treatment of neurological diseasesN. V. Petukhova0M. P. Farkhadov1M. V. Zamegrad2S. P. Grachev3V.A. Trapeznikov Institute of Management Problems, Russian Academy of SciencesV.A. Trapeznikov Institute of Management Problems, Russian Academy of SciencesDepartment 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 RussiaDepartment of Cardiology, A.I. Evdokimov Moscow State University of Medicine and Dentistry, Ministry of Health of RussiaThe 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.https://nnp.ima-press.net/nnp/article/view/1218digital technologiesartificial neural networksvirtual realitycomputer-aided diagnostic systemsimage recognitionepilepsyelectroencephalographyalzheimer's diseaseimbalancerehabilitation |
| spellingShingle | N. V. Petukhova M. P. Farkhadov M. V. Zamegrad S. P. Grachev Digital technologies in the diagnosis and treatment of neurological diseases Неврология, нейропсихиатрия, психосоматика digital technologies artificial neural networks virtual reality computer-aided diagnostic systems image recognition epilepsy electroencephalography alzheimer's disease imbalance rehabilitation |
| title | Digital technologies in the diagnosis and treatment of neurological diseases |
| title_full | Digital technologies in the diagnosis and treatment of neurological diseases |
| title_fullStr | Digital technologies in the diagnosis and treatment of neurological diseases |
| title_full_unstemmed | Digital technologies in the diagnosis and treatment of neurological diseases |
| title_short | Digital technologies in the diagnosis and treatment of neurological diseases |
| title_sort | digital technologies in the diagnosis and treatment of neurological diseases |
| topic | digital technologies artificial neural networks virtual reality computer-aided diagnostic systems image recognition epilepsy electroencephalography alzheimer's disease imbalance rehabilitation |
| url | https://nnp.ima-press.net/nnp/article/view/1218 |
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