Construction of an oligometastatic prediction model for nasopharyngeal carcinoma patients based on pathomics features and dynamic multi-swarm particle swarm optimization support vector machine.
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| Title: | Construction of an oligometastatic prediction model for nasopharyngeal carcinoma patients based on pathomics features and dynamic multi-swarm particle swarm optimization support vector machine. |
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| Authors: | Li Y; Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China., Zhang D; Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China., Wang Y; School of Nursing, Southwest Medical University, Luzhou, China.; Wound Healing Basic Research and Clinical Applications Key Laboratory of Luzhou, School of Nursing, Southwest Medical University, Luzhou, China., Hu Y; Department of Medical Imaging, Southwest Medical University, Luzhou, China., Wen Z; School of Nursing, Southwest Medical University, Luzhou, China.; Wound Healing Basic Research and Clinical Applications Key Laboratory of Luzhou, School of Nursing, Southwest Medical University, Luzhou, China., Yang C; School of Clinical Medicine, Southwest Medical University, Luzhou, China., Zhou P; Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China., Cheng WH; Department of Ophthalmology, The Affiliated Hospital of Southwest Medical University, Luzhou, China. |
| Source: | Frontiers in oncology [Front Oncol] 2025 Jun 19; Vol. 15, pp. 1589919. Date of Electronic Publication: 2025 Jun 19 (Print Publication: 2025). |
| 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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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40612342 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Construction of an oligometastatic prediction model for nasopharyngeal carcinoma patients based on pathomics features and dynamic multi-swarm particle swarm optimization support vector machine. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China.<br /><searchLink fieldCode="AU" term="%22Zhang+D%22">Zhang D</searchLink>; Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; School of Nursing, Southwest Medical University, Luzhou, China.; Wound Healing Basic Research and Clinical Applications Key Laboratory of Luzhou, School of Nursing, Southwest Medical University, Luzhou, China.<br /><searchLink fieldCode="AU" term="%22Hu+Y%22">Hu Y</searchLink>; Department of Medical Imaging, Southwest Medical University, Luzhou, China.<br /><searchLink fieldCode="AU" term="%22Wen+Z%22">Wen Z</searchLink>; School of Nursing, Southwest Medical University, Luzhou, China.; Wound Healing Basic Research and Clinical Applications Key Laboratory of Luzhou, School of Nursing, Southwest Medical University, Luzhou, China.<br /><searchLink fieldCode="AU" term="%22Yang+C%22">Yang C</searchLink>; School of Clinical Medicine, Southwest Medical University, Luzhou, China.<br /><searchLink fieldCode="AU" term="%22Zhou+P%22">Zhou P</searchLink>; Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China.<br /><searchLink fieldCode="AU" term="%22Cheng+WH%22">Cheng WH</searchLink>; Department of Ophthalmology, The Affiliated Hospital of Southwest Medical University, Luzhou, China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101568867%22">Frontiers in oncology</searchLink> [Front Oncol] 2025 Jun 19; Vol. 15, pp. 1589919. <i>Date of Electronic Publication: </i>2025 Jun 19 (<i>Print Publication: </i>2025). – 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>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 |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40612342 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fonc.2025.1589919 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1589919 Titles: – TitleFull: Construction of an oligometastatic prediction model for nasopharyngeal carcinoma patients based on pathomics features and dynamic multi-swarm particle swarm optimization support vector machine. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Li Y – PersonEntity: Name: NameFull: Zhang D – PersonEntity: Name: NameFull: Wang Y – PersonEntity: Name: NameFull: Hu Y – PersonEntity: Name: NameFull: Wen Z – PersonEntity: Name: NameFull: Yang C – PersonEntity: Name: NameFull: Zhou P – PersonEntity: Name: NameFull: Cheng WH IsPartOfRelationships: – BibEntity: Dates: – D: 19 M: 06 Text: 2025 Jun 19 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 2234-943X Numbering: – Type: volume Value: 15 Titles: – TitleFull: Frontiers in oncology Type: main |
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