Virtual Biopsy for the Prediction of MGMT Promoter Methylation in Gliomas: A Comprehensive Review of Radiomics and Deep Learning Approaches Applied to MRI.
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| Title: | Virtual Biopsy for the Prediction of MGMT Promoter Methylation in Gliomas: A Comprehensive Review of Radiomics and Deep Learning Approaches Applied to MRI. |
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| Authors: | Leone A; Department of Neurosurgery, Karlsruher Neurozentrum, Städtisches Klinikum Karlsruhe, 76133 Karlsruhe, Germany.; Faculty of Human Medicine, Charité Universitätsmedizin, 10117 Berlin, Germany., Di Napoli V; Department of Neurosurgery, University of Turin, 10124 Turin, Italy., Fochi NP; Department of Neurosurgery, University of Turin, 10124 Turin, Italy., Di Perna G; Division of Neurosurgery, 'Policlinico Riuniti', 71122 Foggia, Italy., Spetzger U; Department of Neurosurgery, Karlsruher Neurozentrum, Städtisches Klinikum Karlsruhe, 76133 Karlsruhe, Germany., Filimonova E; Department of Neuroradiology, Federal Neurosurgical Center, 630048 Novosibirsk, Russia., Angileri F; Department of Neurosurgery, University of Messina, 98122 Messina, Italy., Carbone F; Department of Neurosurgery, Karlsruher Neurozentrum, Städtisches Klinikum Karlsruhe, 76133 Karlsruhe, Germany.; Division of Neurosurgery, 'Policlinico Riuniti', 71122 Foggia, Italy., Colamaria A; Division of Neurosurgery, 'Policlinico Riuniti', 71122 Foggia, Italy. |
| Source: | Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2025 Jan 22; Vol. 15 (3). Date of Electronic Publication: 2025 Jan 22. |
| Publication Type: | Journal Article; Review |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39941181 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Virtual Biopsy for the Prediction of MGMT Promoter Methylation in Gliomas: A Comprehensive Review of Radiomics and Deep Learning Approaches Applied to MRI. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Leone+A%22">Leone A</searchLink>; Department of Neurosurgery, Karlsruher Neurozentrum, Städtisches Klinikum Karlsruhe, 76133 Karlsruhe, Germany.; Faculty of Human Medicine, Charité Universitätsmedizin, 10117 Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Di+Napoli+V%22">Di Napoli V</searchLink>; Department of Neurosurgery, University of Turin, 10124 Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Fochi+NP%22">Fochi NP</searchLink>; Department of Neurosurgery, University of Turin, 10124 Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Di+Perna+G%22">Di Perna G</searchLink>; Division of Neurosurgery, 'Policlinico Riuniti', 71122 Foggia, Italy.<br /><searchLink fieldCode="AU" term="%22Spetzger+U%22">Spetzger U</searchLink>; Department of Neurosurgery, Karlsruher Neurozentrum, Städtisches Klinikum Karlsruhe, 76133 Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Filimonova+E%22">Filimonova E</searchLink>; Department of Neuroradiology, Federal Neurosurgical Center, 630048 Novosibirsk, Russia.<br /><searchLink fieldCode="AU" term="%22Angileri+F%22">Angileri F</searchLink>; Department of Neurosurgery, University of Messina, 98122 Messina, Italy.<br /><searchLink fieldCode="AU" term="%22Carbone+F%22">Carbone F</searchLink>; Department of Neurosurgery, Karlsruher Neurozentrum, Städtisches Klinikum Karlsruhe, 76133 Karlsruhe, Germany.; Division of Neurosurgery, 'Policlinico Riuniti', 71122 Foggia, Italy.<br /><searchLink fieldCode="AU" term="%22Colamaria+A%22">Colamaria A</searchLink>; Division of Neurosurgery, 'Policlinico Riuniti', 71122 Foggia, Italy. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101658402%22">Diagnostics (Basel, Switzerland)</searchLink> [Diagnostics (Basel)] 2025 Jan 22; Vol. 15 (3). <i>Date of Electronic Publication: </i>2025 Jan 22. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Review – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101658402 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2075-4418 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220754418%22">20754418 </searchLink><i>NLM ISO Abbreviation: </i>Diagnostics (Basel) <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39941181 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/diagnostics15030251 Languages: – Code: eng Text: English Titles: – TitleFull: Virtual Biopsy for the Prediction of MGMT Promoter Methylation in Gliomas: A Comprehensive Review of Radiomics and Deep Learning Approaches Applied to MRI. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Leone A – PersonEntity: Name: NameFull: Di Napoli V – PersonEntity: Name: NameFull: Fochi NP – PersonEntity: Name: NameFull: Di Perna G – PersonEntity: Name: NameFull: Spetzger U – PersonEntity: Name: NameFull: Filimonova E – PersonEntity: Name: NameFull: Angileri F – PersonEntity: Name: NameFull: Carbone F – PersonEntity: Name: NameFull: Colamaria A IsPartOfRelationships: – BibEntity: Dates: – D: 22 M: 01 Text: 2025 Jan 22 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 2075-4418 Numbering: – Type: volume Value: 15 – Type: issue Value: 3 Titles: – TitleFull: Diagnostics (Basel, Switzerland) Type: main |
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