Noise-robust attention-guided deep learning for automated five-class knee osteoarthritis grading from radiographs.

Detalles Bibliográficos
Publicado en:Egyptian Journal of Radiology & Nuclear Medicine Vol. 57; no. 1; pp. 1 - 11
Autores principales: Shundi, Michael Joseph, Pullagura, Rajesh Kumar, Karri, Chiranjeevi
Formato: diagnostic images equations & formulas research tables/charts Journal Article
Publicado: Springer Nature 8/17/2026
Acceso en línea:Ver este registro en EBSCOhost
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      dt: 8/17/2026
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      pub: Springer Nature
      place: New York, New York
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        10.1186/s43055-026-01837-6
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        atl: Noise-robust attention-guided deep learning for automated five-class knee osteoarthritis grading from radiographs.
      aug:
        au:
          Shundi, Michael Joseph
          Pullagura, Rajesh Kumar
          Karri, Chiranjeevi
        affil: https://ror.org/049skhf47 Department of Electronics and Communications Engineering, AUCE(A), Andhra University, Visakhapatnam, India
      sug:
        subj:
          Osteoarthritis, Knee Pathology
          Osteoarthritis, Knee Radiography
          Image Processing, Computer Assisted
          Automation
          Deep Learning Evaluation
          Validity
          Human
          Validation Studies
          Descriptive Statistics
          ROC Curve
          Radiographic Image Enhancement
      pubtype: Academic Journal
      doctype:
        diagnostic images
        equations & formulas
        research
        tables/charts
        Journal Article
      ougenre: Article
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    language: English
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