A Random Forest classifier-based approach in the detection of abnormalities in the retina.

Chowdhury, Amrita Roy; Chatterjee, Tamojit; Banerjee, Sreeparna

Chowdhury, Amrita Roy; Chatterjee, Tamojit; Banerjee, Sreeparna.

Afiliação

Chowdhury AR; Computer Science and Engineering Department, Maulana Abul Kalam Azad University of Technology, BF-142, Sector 1, Salt Lake City, Kolkata, West Bengal, 700064, India.
Chatterjee T; Regional Institute of Ophthalmology, Calcutta Medical College, Kolkata, West Bengal, India.
Banerjee S; Department of Natural Science and IEM, Maulana Abul Kalam Azad University of Technology, BF-142, Sector 1, Salt Lake City, Kolkata, West Bengal, 700064, India. sreeparnab@hotmail.com.

Med Biol Eng Comput ; 57(1): 193-203, 2019 Jan.

Article em En | MEDLINE | ID: mdl-30076537

Assuntos

Algoritmos; Retina/anormalidades; Teorema de Bayes; Humanos; Curva ROC

Palavras-chave

Age-related macular degeneration, K-means clustering; Diabetic retinopathy images; Naïve Bayes classifier; Random Forest classifier

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Retina / Algoritmos Idioma: En Ano de publicação: 2019 Tipo de documento: Article

Texto completo

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XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Retina / Algoritmos Idioma: En Ano de publicação: 2019 Tipo de documento: Article