Medical hierarchical image classification via dual-geometry image-text learning.

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Title: Medical hierarchical image classification via dual-geometry image-text learning.
Authors: Fan L; Centre for Healthy Brain Ageing, Discipline of Psychiatry and Mental Health, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Australia; School of Computer Science and Engineering, UNSW Sydney, Australia. Electronic address: lei.fan1@unsw.edu.au., Sowmya A; School of Computer Science and Engineering, UNSW Sydney, Australia., Meijering E; School of Computer Science and Engineering, UNSW Sydney, Australia., Yu Z; Department of Data Science & AI, Monash University, Australia., Ge Z; Department of Data Science & AI, Monash University, Australia., Song Y; School of Computer Science and Engineering, UNSW Sydney, Australia.
Source: Medical image analysis [Med Image Anal] 2026 Jul; Vol. 112, pp. 104120. Date of Electronic Publication: 2026 Apr 30.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9713490 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-8423 (Electronic) Linking ISSN: 13618415 NLM ISO Abbreviation: Med Image Anal Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Fan+L%22">Fan L</searchLink>; Centre for Healthy Brain Ageing, Discipline of Psychiatry and Mental Health, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Australia; School of Computer Science and Engineering, UNSW Sydney, Australia. Electronic address: lei.fan1@unsw.edu.au.<br /><searchLink fieldCode="AU" term="%22Sowmya+A%22">Sowmya A</searchLink>; School of Computer Science and Engineering, UNSW Sydney, Australia.<br /><searchLink fieldCode="AU" term="%22Meijering+E%22">Meijering E</searchLink>; School of Computer Science and Engineering, UNSW Sydney, Australia.<br /><searchLink fieldCode="AU" term="%22Yu+Z%22">Yu Z</searchLink>; Department of Data Science & AI, Monash University, Australia.<br /><searchLink fieldCode="AU" term="%22Ge+Z%22">Ge Z</searchLink>; Department of Data Science & AI, Monash University, Australia.<br /><searchLink fieldCode="AU" term="%22Song+Y%22">Song Y</searchLink>; School of Computer Science and Engineering, UNSW Sydney, Australia.
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  Data: <searchLink fieldCode="JN" term="%229713490%22">Medical image analysis</searchLink> [Med Image Anal] 2026 Jul; Vol. 112, pp. 104120. <i>Date of Electronic Publication: </i>2026 Apr 30.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>9713490 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1361-8423 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213618415%22">13618415 </searchLink><i>NLM ISO Abbreviation: </i>Med Image Anal <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.media.2026.104120
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      – Code: eng
        Text: English
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              Text: 2026 Jul
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              Y: 2026
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