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Dual-Stream Deep Feature and Cell Phenotype Fusion Model for the Diagnosis of Myeloproliferative Neoplasms.

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Title: Dual-Stream Deep Feature and Cell Phenotype Fusion Model for the Diagnosis of Myeloproliferative Neoplasms.
Authors: Chien TY; School of Industry Academia Innovation, National Yang Ming Chiao Tung University, Hsinchu, Taiwan., Lin CK; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan., Chen HR; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan; Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan., Lin CH; Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan., Chou PH; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan., Lin YH; Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan., Chen PR; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan., Yeh CM; Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan., Lin WJ; Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Institute of Emergency and Critical Care Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan., Tseng YC; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, 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. Electronic address: chiajenliu@gmail.com.
Source: Laboratory investigation; a journal of technical methods and pathology [Lab Invest] 2026 Apr; Vol. 106 (4), pp. 106090. Date of Electronic Publication: 2026 Feb 19.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 0376617 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1530-0307 (Electronic) Linking ISSN: 00236837 NLM ISO Abbreviation: Lab Invest Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Dual-Stream Deep Feature and Cell Phenotype Fusion Model for the Diagnosis of Myeloproliferative Neoplasms.
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  Data: <searchLink fieldCode="AU" term="%22Chien+TY%22">Chien TY</searchLink>; School of Industry Academia Innovation, National Yang Ming Chiao Tung University, Hsinchu, 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="%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="%22Lin+CH%22">Lin CH</searchLink>; Division of Hematology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chou+PH%22">Chou PH</searchLink>; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+YH%22">Lin YH</searchLink>; Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+PR%22">Chen PR</searchLink>; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, 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.<br /><searchLink fieldCode="AU" term="%22Lin+WJ%22">Lin WJ</searchLink>; Division of Hematology, 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="%22Tseng+YC%22">Tseng YC</searchLink>; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, 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. Electronic address: chiajenliu@gmail.com.
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  Data: <searchLink fieldCode="JN" term="%220376617%22">Laboratory investigation; a journal of technical methods and pathology</searchLink> [Lab Invest] 2026 Apr; Vol. 106 (4), pp. 106090. <i>Date of Electronic Publication: </i>2026 Feb 19.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Inc%22">Elsevier Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0376617 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1530-0307 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200236837%22">00236837 </searchLink><i>NLM ISO Abbreviation: </i>Lab Invest <i>Subsets: </i>MEDLINE
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      – Type: doi
        Value: 10.1016/j.labinv.2026.106090
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      – Code: eng
        Text: English
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        StartPage: 106090
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      – TitleFull: Dual-Stream Deep Feature and Cell Phenotype Fusion Model for the Diagnosis of Myeloproliferative Neoplasms.
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            – D: 01
              M: 04
              Text: 2026 Apr
              Type: published
              Y: 2026
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              Value: 1530-0307
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              Value: 106
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            – TitleFull: Laboratory investigation; a journal of technical methods and pathology
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