Radiomics Analysis of Ultrasound Images of Peripheral Nerves in Young Patients with Type 1 Diabetes Mellitus in Comparison with Healthy Controls

Radiomics Analysis of Ultrasound Images of Peripheral Nerves in Young Patients with Type 1 Diabetes Mellitus in Comparison with Healthy Controls

Background. Early diagnosis of diabetic polyneuropathy in childhood is an urgent healthcare problem. Radiomics analysis of ultrasound images is a promising diagnostic tool for assessing the morphological structure of peripheral nerves in type 1 diabetes mellitus (T1DM).Objective: to evaluate the pos...

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Main Authors: Svetlana V. Fomina, Iuliia G. Samoilova, Maksim O. Pleshkov, Dmitry А. Kudlay, Еvgeniy А. Voronin, Dmitriy A. Kachanov, Ivan V. Tolmachev, Marina V. Koshmeleva, Ekaterina I. Trifonova
Format: Article
Language:English
Published: Luchevaya Diagnostika, LLC 2025-02-01
Series:Вестник рентгенологии и радиологии
Subjects:
ultrasound diagnostics
diabetes mellitus
radiomics
peripheral nerves
adolescents
Online Access:https://www.russianradiology.ru/jour/article/view/896
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