View in EDS

Towards Clinical Integration of Deep Learning-Based Classification of Urinary Sediment Particles from Digital Microscopy Images: A Prospective Study.

Saved in:
Bibliographic Details
Title: Towards Clinical Integration of Deep Learning-Based Classification of Urinary Sediment Particles from Digital Microscopy Images: A Prospective Study.
Authors: Mouslech SG; STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics-Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium., Wijnants S; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium., van der Schagt AL; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium., Van Hoovels L; Clinical and Diagnostic Immunology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium.; Department of Laboratory Medicine, AZORG Hospital Aalst, Aalst, Belgium., Deley R; Department of Laboratory Medicine, AZORG Hospital Aalst, Aalst, Belgium., Oyaert M; Department of Laboratory Medicine, University Hospital Ghent, Ghent, Belgium., Neirinck J; Department of Laboratory Medicine, University Hospital Ghent, Ghent, Belgium., Billen J; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium., Frans G; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium.; Clinical and Diagnostic Immunology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium., De Vos M; STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics-Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium.; Department of Development and Regeneration, KU Leuven, Leuven, Belgium.
Source: Clinical chemistry [Clin Chem] 2026 Apr 02; Vol. 72 (4), pp. 467-477.
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9421549 Publication Model: Print Cited Medium: Internet ISSN: 1530-8561 (Electronic) Linking ISSN: 00099147 NLM ISO Abbreviation: Clin Chem Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41499256
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Towards Clinical Integration of Deep Learning-Based Classification of Urinary Sediment Particles from Digital Microscopy Images: A Prospective Study.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Mouslech+SG%22">Mouslech SG</searchLink>; STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics-Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22Wijnants+S%22">Wijnants S</searchLink>; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22van+der+Schagt+AL%22">van der Schagt AL</searchLink>; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22Van+Hoovels+L%22">Van Hoovels L</searchLink>; Clinical and Diagnostic Immunology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium.; Department of Laboratory Medicine, AZORG Hospital Aalst, Aalst, Belgium.<br /><searchLink fieldCode="AU" term="%22Deley+R%22">Deley R</searchLink>; Department of Laboratory Medicine, AZORG Hospital Aalst, Aalst, Belgium.<br /><searchLink fieldCode="AU" term="%22Oyaert+M%22">Oyaert M</searchLink>; Department of Laboratory Medicine, University Hospital Ghent, Ghent, Belgium.<br /><searchLink fieldCode="AU" term="%22Neirinck+J%22">Neirinck J</searchLink>; Department of Laboratory Medicine, University Hospital Ghent, Ghent, Belgium.<br /><searchLink fieldCode="AU" term="%22Billen+J%22">Billen J</searchLink>; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22Frans+G%22">Frans G</searchLink>; Department of Laboratory Medicine, UZ Leuven, Leuven, Belgium.; Clinical and Diagnostic Immunology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22De+Vos+M%22">De Vos M</searchLink>; STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics-Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium.; Department of Development and Regeneration, KU Leuven, Leuven, Belgium.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%229421549%22">Clinical chemistry</searchLink> [Clin Chem] 2026 Apr 02; Vol. 72 (4), pp. 467-477.
– 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="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9421549 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1530-8561 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200099147%22">00099147 </searchLink><i>NLM ISO Abbreviation: </i>Clin Chem <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41499256
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1093/clinchem/hvaf182
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 467
    Titles:
      – TitleFull: Towards Clinical Integration of Deep Learning-Based Classification of Urinary Sediment Particles from Digital Microscopy Images: A Prospective Study.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Mouslech SG
      – PersonEntity:
          Name:
            NameFull: Wijnants S
      – PersonEntity:
          Name:
            NameFull: van der Schagt AL
      – PersonEntity:
          Name:
            NameFull: Van Hoovels L
      – PersonEntity:
          Name:
            NameFull: Deley R
      – PersonEntity:
          Name:
            NameFull: Oyaert M
      – PersonEntity:
          Name:
            NameFull: Neirinck J
      – PersonEntity:
          Name:
            NameFull: Billen J
      – PersonEntity:
          Name:
            NameFull: Frans G
      – PersonEntity:
          Name:
            NameFull: De Vos M
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 02
              M: 04
              Text: 2026 Apr 02
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1530-8561
          Numbering:
            – Type: volume
              Value: 72
            – Type: issue
              Value: 4
          Titles:
            – TitleFull: Clinical chemistry
              Type: main
ResultId 1