View in EDS HTML Full Text PDF Full Text

Revealing intra-group immunotherapy response heterogeneity in metastatic urothelial carcinoma through interpretable feature extraction and spectral clustering.

Saved in:
Bibliographic Details
Title: Revealing intra-group immunotherapy response heterogeneity in metastatic urothelial carcinoma through interpretable feature extraction and spectral clustering.
Authors: Nagumo Y; Department of Urology, University of Tsukuba, Tsukuba, Japan., Ye X; Department of Computer Science, University of Tsukuba, Tsukuba, Japan., Shi T; Department of Computer Science, University of Tsukuba, Tsukuba, Japan., Mathis BJ; Department of Cardiovascular Surgery, University of Tsukuba Institute of Medicine, Ibaraki, Japan., Sakurai T; Department of Computer Science, University of Tsukuba, Tsukuba, Japan., Nishiyama H; Department of Urology, University of Tsukuba, Tsukuba, Japan.; Center for Cyber Medicine Research, University of Tsukuba, Ibaraki, Japan.
Source: Frontiers in immunology [Front Immunol] 2026 Jan 06; Vol. 16, pp. 1629001. Date of Electronic Publication: 2026 Jan 06 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101560960 Publication Model: eCollection Cited Medium: Internet ISSN: 1664-3224 (Electronic) Linking ISSN: 16643224 NLM ISO Abbreviation: Front Immunol Subsets: MEDLINE
Database: MEDLINE Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41567195
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Revealing intra-group immunotherapy response heterogeneity in metastatic urothelial carcinoma through interpretable feature extraction and spectral clustering.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Nagumo+Y%22">Nagumo Y</searchLink>; Department of Urology, University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Ye+X%22">Ye X</searchLink>; Department of Computer Science, University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Shi+T%22">Shi T</searchLink>; Department of Computer Science, University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Mathis+BJ%22">Mathis BJ</searchLink>; Department of Cardiovascular Surgery, University of Tsukuba Institute of Medicine, Ibaraki, Japan.<br /><searchLink fieldCode="AU" term="%22Sakurai+T%22">Sakurai T</searchLink>; Department of Computer Science, University of Tsukuba, Tsukuba, Japan.<br /><searchLink fieldCode="AU" term="%22Nishiyama+H%22">Nishiyama H</searchLink>; Department of Urology, University of Tsukuba, Tsukuba, Japan.; Center for Cyber Medicine Research, University of Tsukuba, Ibaraki, Japan.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101560960%22">Frontiers in immunology</searchLink> [Front Immunol] 2026 Jan 06; Vol. 16, pp. 1629001. <i>Date of Electronic Publication: </i>2026 Jan 06 (<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>101560960 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1664-3224 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216643224%22">16643224 </searchLink><i>NLM ISO Abbreviation: </i>Front Immunol <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41567195
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3389/fimmu.2025.1629001
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 1629001
    Titles:
      – TitleFull: Revealing intra-group immunotherapy response heterogeneity in metastatic urothelial carcinoma through interpretable feature extraction and spectral clustering.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Nagumo Y
      – PersonEntity:
          Name:
            NameFull: Ye X
      – PersonEntity:
          Name:
            NameFull: Shi T
      – PersonEntity:
          Name:
            NameFull: Mathis BJ
      – PersonEntity:
          Name:
            NameFull: Sakurai T
      – PersonEntity:
          Name:
            NameFull: Nishiyama H
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 06
              M: 01
              Text: 2026 Jan 06
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1664-3224
          Numbering:
            – Type: volume
              Value: 16
          Titles:
            – TitleFull: Frontiers in immunology
              Type: main
ResultId 1