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
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  Data: Radiomic analysis of the peritumoral zone identifies imaging signatures of glioma invasion associated with HSP70 expression.
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  Data: <searchLink fieldCode="AU" term="%22Mikhailova+N%22">Mikhailova N</searchLink>; Polenov Russian Research Neurosurgical Institute, Almazov National Medical Research Centre, St. Petersburg, Russia.<br /><searchLink fieldCode="AU" term="%22Nechaeva+A%22">Nechaeva A</searchLink>; Polenov Russian Research Neurosurgical Institute, Almazov National Medical Research Centre, St. Petersburg, Russia.<br /><searchLink fieldCode="AU" term="%22Bobkov+D%22">Bobkov D</searchLink>; Laboratory of Biomedical Nanotechnologies, Institute of Cytology of the Russian Academy of Sciences (RAS), St. Petersburg, Russia.<br /><searchLink fieldCode="AU" term="%22Jha+HC%22">Jha HC</searchLink>; Department of Biosciences and Biomedical Engineering, IIT Indore, Indore, India.<br /><searchLink fieldCode="AU" term="%22Kv+K%22">Kv K</searchLink>; Department Of Computer Science & Engineering, National Institute of Technology Warangal (NITW), Warangal, Telangana, India.<br /><searchLink fieldCode="AU" term="%22Krishna+YV%22">Krishna YV</searchLink>; Nizam's Institute of Medical Sciences, Hyderabad, India.<br /><searchLink fieldCode="AU" term="%22Rani+HP%22">Rani HP</searchLink>; Department of Mathematics, National Institute of Technology Warangal (NITW), Warangal, Telangana, India.<br /><searchLink fieldCode="AU" term="%22Kim+A%22">Kim A</searchLink>; Polenov Russian Research Neurosurgical Institute, Almazov National Medical Research Centre, St. Petersburg, Russia.<br /><searchLink fieldCode="AU" term="%22Shevtsov+M%22">Shevtsov M</searchLink>; 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.
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  Data: <searchLink fieldCode="JN" term="%22101568867%22">Frontiers in oncology</searchLink> [Front Oncol] 2026 Jun 12; Vol. 16, pp. 1881576. <i>Date of Electronic Publication: </i>2026 Jun 12 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Research+Foundation]%22">Frontiers Research Foundation] </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101568867 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2234-943X (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222234943X%22">2234943X </searchLink><i>NLM ISO Abbreviation: </i>Front Oncol <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fonc.2026.1881576
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              Text: 2026 Jun 12
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