DIAGNOSTIC EFFICIENCY OF A STEPWISE NEUROIMAGING ALGORITHM COMPARED WITH STANDARD MRI, MR SPECTROSCOPY AND MR TRACTOGRAPHY IN CHILDREN WITH VIRAL PANENCEPHALITIS

Modern MR techniques considerably expand the diagnosis of viral brain infections in children, but each method used in isolation has limited accuracy, and performing the full multiparametric protocol in every child is time-consuming and not always justified [1]. Prognostic models and machine learning approaches combining imaging and clinical data are increasingly proposed [2, 3]; however, a practical, interpretable algorithm for choosing the scope of MR examination in paediatric panencephalitis is still lacking.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-03
DOI
https://doi.org/10.5281/zenodo.23917518
Primary Topic
Infectious Encephalopathies and Encephalitis
Type
article
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article

DIAGNOSTIC EFFICIENCY OF A STEPWISE NEUROIMAGING ALGORITHM COMPARED WITH STANDARD MRI, MR SPECTROSCOPY AND MR TRACTOGRAPHY IN CHILDREN WITH VIRAL PANENCEPHALITIS

Usmanov Kh.S.
Zenodo (CERN European Organization for Nuclear Research)
Infectious Encephalopathies and Encephalitis
article

DIAGNOSTIC EFFICIENCY OF A STEPWISE NEUROIMAGING ALGORITHM COMPARED WITH STANDARD MRI, MR SPECTROSCOPY AND MR TRACTOGRAPHY IN CHILDREN WITH VIRAL PANENCEPHALITIS

Usmanov Kh.S.
article en

Abstract

Modern MR techniques considerably expand the diagnosis of viral brain infections in children, but each method used in isolation has limited accuracy, and performing the full multiparametric protocol in every child is time-consuming and not always justified [1]. Prognostic models and machine learning approaches combining imaging and clinical data are increasingly proposed [2, 3]; however, a practical, interpretable algorithm for choosing the scope of MR examination in paediatric panencephalitis is still lacking.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 14%
Infectious Encephalopathies and Encephalitis
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DIAGNOSTIC EFFICIENCY OF A STEPWISE NEUROIMAGING ALGORITHM COMPARED WITH STANDARD MRI, MR SPECTROSCOPY AND MR TRACTOGRAPHY IN CHILDREN WITH VIRAL PANENCEPHALITIS — Usmanov Kh.S. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS