View in EDS HTML Full Text PDF Full Text

Classification of hematologic malignancies from whole-slide bone marrow aspirates using a two-stage deep convolutional neural network pipeline.

Saved in:
Bibliographic Details
Title: Classification of hematologic malignancies from whole-slide bone marrow aspirates using a two-stage deep convolutional neural network pipeline.
Authors: Chen HR; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan., Liu YC; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan., Yeh CM; Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.; Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan., Lin CK; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan., Chien TY; Industry Academia Innovation School, National Yang Ming Chiao Tung University, Hsinchu, Taiwan., Hong YC; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Division of Hematology and Oncology, Department of Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan., Liu CJ; Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.; Institute of Emergency and Critical Care Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan., Yu KH; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.; Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA.
Source: Digital health [Digit Health] 2026 Apr 22; Vol. 12, pp. 20552076261444599. Date of Electronic Publication: 2026 Apr 22 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: SAGE Publications Ltd Country of Publication: United States NLM ID: 101690863 Publication Model: eCollection Cited Medium: Print ISSN: 2055-2076 (Print) Linking ISSN: 20552076 NLM ISO Abbreviation: Digit Health Subsets: PubMed not 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: 42052410
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Classification of hematologic malignancies from whole-slide bone marrow aspirates using a two-stage deep convolutional neural network pipeline.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Chen+HR%22">Chen HR</searchLink>; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liu+YC%22">Liu YC</searchLink>; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yeh+CM%22">Yeh CM</searchLink>; Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.; Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+CK%22">Lin CK</searchLink>; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chien+TY%22">Chien TY</searchLink>; Industry Academia Innovation School, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hong+YC%22">Hong YC</searchLink>; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Division of Hematology and Oncology, Department of Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liu+CJ%22">Liu CJ</searchLink>; Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.; Institute of Emergency and Critical Care Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yu+KH%22">Yu KH</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.; Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101690863%22">Digital health</searchLink> [Digit Health] 2026 Apr 22; Vol. 12, pp. 20552076261444599. <i>Date of Electronic Publication: </i>2026 Apr 22 (<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="%22SAGE+Publications+Ltd%22">SAGE Publications Ltd </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101690863 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2055-2076 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220552076%22">20552076 </searchLink><i>NLM ISO Abbreviation: </i>Digit Health <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42052410
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1177/20552076261444599
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 20552076261444599
    Titles:
      – TitleFull: Classification of hematologic malignancies from whole-slide bone marrow aspirates using a two-stage deep convolutional neural network pipeline.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Chen HR
      – PersonEntity:
          Name:
            NameFull: Liu YC
      – PersonEntity:
          Name:
            NameFull: Yeh CM
      – PersonEntity:
          Name:
            NameFull: Lin CK
      – PersonEntity:
          Name:
            NameFull: Chien TY
      – PersonEntity:
          Name:
            NameFull: Hong YC
      – PersonEntity:
          Name:
            NameFull: Liu CJ
      – PersonEntity:
          Name:
            NameFull: Yu KH
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 22
              M: 04
              Text: 2026 Apr 22
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 2055-2076
          Numbering:
            – Type: volume
              Value: 12
          Titles:
            – TitleFull: Digital health
              Type: main
ResultId 1