Radiomic analysis of the peritumoral zone identifies imaging signatures of glioma invasion associated with HSP70 expression.

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Title: Radiomic analysis of the peritumoral zone identifies imaging signatures of glioma invasion associated with HSP70 expression.
Authors: Mikhailova N; Polenov Russian Research Neurosurgical Institute, Almazov National Medical Research Centre, St. Petersburg, Russia., Nechaeva A; Polenov Russian Research Neurosurgical Institute, Almazov National Medical Research Centre, St. Petersburg, Russia., Bobkov D; Laboratory of Biomedical Nanotechnologies, Institute of Cytology of the Russian Academy of Sciences (RAS), St. Petersburg, Russia., Jha HC; Department of Biosciences and Biomedical Engineering, IIT Indore, Indore, India., Kv K; Department Of Computer Science & Engineering, National Institute of Technology Warangal (NITW), Warangal, Telangana, India., Krishna YV; Nizam's Institute of Medical Sciences, Hyderabad, India., Rani HP; Department of Mathematics, National Institute of Technology Warangal (NITW), Warangal, Telangana, India., Kim A; Polenov Russian Research Neurosurgical Institute, Almazov National Medical Research Centre, St. Petersburg, Russia., Shevtsov M; Laboratory of Biomedical Nanotechnologies, Institute of Cytology of the Russian Academy of Sciences (RAS), St. Petersburg, Russia.; Department of Radiation Oncology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.
Source: Frontiers in oncology [Front Oncol] 2026 Jun 12; Vol. 16, pp. 1881576. Date of Electronic Publication: 2026 Jun 12 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101568867 Publication Model: eCollection Cited Medium: Print ISSN: 2234-943X (Print) Linking ISSN: 2234943X NLM ISO Abbreviation: Front Oncol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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ISSN:2234-943X
DOI:10.3389/fonc.2026.1881576