Deep Learning-Based Diabetic Retinopathy Severity Grading System Employing Quadrant Ensemble Model.

Bhardwaj, Charu; Jain, Shruti; Sood, Meenakshi

Bhardwaj, Charu; Jain, Shruti; Sood, Meenakshi.

Afiliação

Bhardwaj C; Department of Electronics and Communication Engineering, JUIT Waknaghat, Solan, HP, India. cbcharubhardwaj215@gmail.com.
Jain S; Department of Electronics and Communication Engineering, JUIT Waknaghat, Solan, HP, India.
Sood M; Department of CDC, NITTTR, Chandigarh, India.

J Digit Imaging ; 34(2): 440-457, 2021 04.

Article em En | MEDLINE | ID: mdl-33686525

Assuntos

Aprendizado Profundo; Diabetes Mellitus; Retinopatia Diabética; Humanos; Redes Neurais de Computação; Vasos Retinianos

Palavras-chave

Convolution neural network; Data augmentation; Deep neural network; Diabetic retinopathy; Hand-crafted features; InceptionResnet-V2

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Diabetes Mellitus / Retinopatia Diabética / Aprendizado Profundo Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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