Topic modeling of literature in glioma radiomics

Glioma radiomics is advancing towards creation of more significant and clinically applicable models. Validation of models on diverse datasets and integration of radiomics with molecular and genomic methods are key areas of future research. Topic modeling enabled identification of key research topics reflecting current state and promising areas of radiomics application in glial tumor research.

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Publication Details

Journal
Burdenko s Journal of Neurosurgery
Published
2025-12-30
DOI
https://doi.org/10.17116/neiro20258906257
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

Topic modeling of literature in glioma radiomics

I.N. Pronin, G.V. Danilov, D.B. Kalaeva, A.A. Chitadze
Burdenko s Journal of Neurosurgery
Radiomics and Machine Learning in Medical Imaging
article

Topic modeling of literature in glioma radiomics

I.N. Pronin, G.V. Danilov, D.B. Kalaeva, A.A. Chitadze
article en

Abstract

Glioma radiomics is advancing towards creation of more significant and clinically applicable models. Validation of models on diverse datasets and integration of radiomics with molecular and genomic methods are key areas of future research. Topic modeling enabled identification of key research topics reflecting current state and promising areas of radiomics application in glial tumor research.

Burdenko s Journal of NeurosurgeryVol. 89(6)
Burdenko Neurosurgery Institute (RU)
Openalex Percentile: Top 29%
Radiomics and Machine Learning in Medical Imaging
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Topic modeling of literature in glioma radiomics — I.N. Pronin, G.V. Danilov, et al. · Burdenko s Journal of Neurosurgery (2025) | TGRS Research Map | TGRS