Bridging engineering and neuro-oncology: a scalable FastAPI-deployed CNN framework for real-time explainable brain tumor diagnosis.
Saved in:
| Title: | Bridging engineering and neuro-oncology: a scalable FastAPI-deployed CNN framework for real-time explainable brain tumor diagnosis. |
|---|---|
| Authors: | Nematzadeh S; Department of Software Engineer, Engineering and Natural Sciences Faculty, Istanbul Topkapi University, Istanbul, Türkiye., Anka F; Data Science Application and Research Center (VEBIM), Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye., Ciftci F; Department of Biomedical Engineering, Faculty of Engineering, Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye.; Biomedical Electronic Design Application and Research Center (BETAM), Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye.; BioriginAI Research Group, Department of Biomedical Engineering, Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye., Ayanoğlu KYU; Department of Tropiko Software and Consultancy, Istanbul, Türkiye.; Department of Distributed Software System, Faculty of Engineering, Technische Universität Darmstadt, Darmstadt, Germany., Özarslan AC; Department of Metallurgical and Materials Engineering, Faculty of Engineering, Istanbul University-Cerrahpasa, Türkiye., Oncu E; Department of Bioengineering, Faculty of Chemical and Metallurgical Engineering, Yıldız Technical University, Istanbul, Türkiye. |
| Source: | Frontiers in neuroscience [Front Neurosci] 2026 Mar 11; Vol. 20, pp. 1772429. Date of Electronic Publication: 2026 Mar 11 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101478481 Publication Model: eCollection Cited Medium: Print ISSN: 1662-4548 (Print) Linking ISSN: 1662453X NLM ISO Abbreviation: Front Neurosci Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
|
Full text is not displayed to guests.
Login for full access.
|
|
| FullText | Links: – Type: pdflink Text: Availability: 1 |
|---|---|
| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41890590 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Bridging engineering and neuro-oncology: a scalable FastAPI-deployed CNN framework for real-time explainable brain tumor diagnosis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Nematzadeh+S%22">Nematzadeh S</searchLink>; Department of Software Engineer, Engineering and Natural Sciences Faculty, Istanbul Topkapi University, Istanbul, Türkiye.<br /><searchLink fieldCode="AU" term="%22Anka+F%22">Anka F</searchLink>; Data Science Application and Research Center (VEBIM), Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye.<br /><searchLink fieldCode="AU" term="%22Ciftci+F%22">Ciftci F</searchLink>; Department of Biomedical Engineering, Faculty of Engineering, Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye.; Biomedical Electronic Design Application and Research Center (BETAM), Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye.; BioriginAI Research Group, Department of Biomedical Engineering, Fatih Sultan Mehmet Vakıf University, Istanbul, Türkiye.<br /><searchLink fieldCode="AU" term="%22Ayanoğlu+KYU%22">Ayanoğlu KYU</searchLink>; Department of Tropiko Software and Consultancy, Istanbul, Türkiye.; Department of Distributed Software System, Faculty of Engineering, Technische Universität Darmstadt, Darmstadt, Germany.<br /><searchLink fieldCode="AU" term="%22Özarslan+AC%22">Özarslan AC</searchLink>; Department of Metallurgical and Materials Engineering, Faculty of Engineering, Istanbul University-Cerrahpasa, Türkiye.<br /><searchLink fieldCode="AU" term="%22Oncu+E%22">Oncu E</searchLink>; Department of Bioengineering, Faculty of Chemical and Metallurgical Engineering, Yıldız Technical University, Istanbul, Türkiye. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101478481%22">Frontiers in neuroscience</searchLink> [Front Neurosci] 2026 Mar 11; Vol. 20, pp. 1772429. <i>Date of Electronic Publication: </i>2026 Mar 11 (<i>Print Publication: </i>2026). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src 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>101478481 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>1662-4548 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221662453X%22">1662453X </searchLink><i>NLM ISO Abbreviation: </i>Front Neurosci <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41890590 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fnins.2026.1772429 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1772429 Titles: – TitleFull: Bridging engineering and neuro-oncology: a scalable FastAPI-deployed CNN framework for real-time explainable brain tumor diagnosis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Nematzadeh S – PersonEntity: Name: NameFull: Anka F – PersonEntity: Name: NameFull: Ciftci F – PersonEntity: Name: NameFull: Ayanoğlu KYU – PersonEntity: Name: NameFull: Özarslan AC – PersonEntity: Name: NameFull: Oncu E IsPartOfRelationships: – BibEntity: Dates: – D: 11 M: 03 Text: 2026 Mar 11 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 1662-4548 Numbering: – Type: volume Value: 20 Titles: – TitleFull: Frontiers in neuroscience Type: main |
| ResultId | 1 |
