Diagnosis of Vestibular Schwannoma Based on Intelligent MRI Image Processing

The study identified the main clinical and diagnostic features of the disease, reviewed modern diagnostic methods for schwannoma, including magnetic resonance imaging and computed tomography, as well as the role of clinical examination, history and laboratory tests, analyzed available open data and proposed the concept of combining medical images with molecular indicators to build more effective diagnostic models based on semantic segmentation. Diagnostic and prognostic biomarkers were summarized, including TNF-α, CD68, CD163, IL-6, CCR2 and others, which may increase the accuracy of predicting the course of the disease.

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Publication Details

Journal
Electronics and Control Systems
Published
2025-06-30
DOI
https://doi.org/10.18372/1990-5548.84.20193
Primary Topic
Vestibular and auditory disorders
Type
article
Field-Weighted Citation Impact
0.00
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Diagnosis of Vestibular Schwannoma Based on Intelligent MRI Image Processing

Vasyl Shust, М. В. Шевченко, Victor Sineglazov, Volodymyr Fedirko et al.
Electronics and Control Systems
Vestibular and auditory disorders
article

Diagnosis of Vestibular Schwannoma Based on Intelligent MRI Image Processing

Vasyl Shust, М. В. Шевченко, Victor Sineglazov, Volodymyr Fedirko, Andrew Sheruda
article en

Abstract

The study identified the main clinical and diagnostic features of the disease, reviewed modern diagnostic methods for schwannoma, including magnetic resonance imaging and computed tomography, as well as the role of clinical examination, history and laboratory tests, analyzed available open data and proposed the concept of combining medical images with molecular indicators to build more effective diagnostic models based on semantic segmentation. Diagnostic and prognostic biomarkers were summarized, including TNF-α, CD68, CD163, IL-6, CCR2 and others, which may increase the accuracy of predicting the course of the disease.

Electronics and Control SystemsVol. 2(84)
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” (UA), Romodanov Neurosurgery Institute of the National Academy of Medical Sciences of Ukraine (UA), National University "Kyiv Aviation Institute" (UA)
Openalex Percentile: Top 77%
Vestibular and auditory disorders
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