An eccentric Iter Net–based Improved Intelligent Water Drop (I2WD) feature selection and Discriminated Multi-Instance Classification (DMIC) models for diabetic retinopathy detection.

Detalles Bibliográficos
Publicado en:International Journal of Diabetes in Developing Countries Vol. 45; no. 2; pp. 328 - 348
Autores principales: Rathinam, Vinoth, R, Sasireka, Valarmathi, K.
Formato: algorithm diagnostic images equations & formulas pictorial research tables/charts Journal Article
Publicado: Springer Nature Jun2025
Acceso en línea:Ver este registro en EBSCOhost
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        atl: An eccentric Iter Net–based Improved Intelligent Water Drop (I2WD) feature selection and Discriminated Multi-Instance Classification (DMIC) models for diabetic retinopathy detection.
      aug:
        au:
          Rathinam, Vinoth
          R, Sasireka
          Valarmathi, K.
        affil: https://ror.org/01qhf1r47 Department of Electronics and Communication Engineering, P.S.R. Engineering College, Sivakasi, Tamil Nadu, India
      sug:
        subj:
          Diabetes Mellitus Complications
          Diabetic Retinopathy Diagnosis
          Diabetic Retinopathy Classification
          Diabetic Retinopathy Radiography
          Diagnosis, Eye Methods
          Detection Algorithms
          Automation
          Image Processing, Computer Assisted
          Prediction Models
          Human
          Comparative Studies
          Convolutional Neural Networks
          ROC Curve
          Descriptive Statistics
          False Positive Results
          Prediction Algorithms
          Sensitivity and Specificity
          Predictive Value of Tests
          Image Enhancement
      pubtype: Academic Journal
      doctype:
        algorithm
        diagnostic images
        equations & formulas
        pictorial
        research
        tables/charts
        Journal Article
      ougenre: Article
      ab:
    language: English
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