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A Bayesian-Optimized Ensemble Deep Learning Framework for Automated Detection and Classification of Retinal Diseases in Ghana Using OCT Images

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Published in:Applied Computational Intelligence and Soft Computing
Format: Online Article RSS Article
Published: 2026
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container_title Applied Computational Intelligence and Soft Computing
description
discipline_display Mathematics
discipline_facet Mathematics
format Online Article
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genre Journal Article
id rss_article:104393
institution FRELIP
journal_source_facet Applied Computational Intelligence and Soft Computing
last_indexed 2026-07-20T03:33:11.357Z
publishDate 2026
publishDateSort 2026
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spellingShingle A Bayesian-Optimized Ensemble Deep Learning Framework for Automated Detection and Classification of Retinal Diseases in Ghana Using OCT Images
Mathematics
General
Mathematics
sub_discipline_display General
sub_discipline_facet General
subject_display Mathematics
General
Mathematics
subject_facet Mathematics
General
Mathematics
title A Bayesian-Optimized Ensemble Deep Learning Framework for Automated Detection and Classification of Retinal Diseases in Ghana Using OCT Images
title_alt Un marco de aprendizaje profundo conjunto optimizado bayesiano para la detección y clasificación automatizadas de enfermedades retinianas en Ghana utilizando imágenes de OCT
Un cadre d'apprentissage profond ensembliste optimisé par Bayes pour la détection et la classification automatisées des maladies rétiniennes au Ghana à l'aide d'images OCT
Uma Estrutura de Aprendizagem Profunda Ensemble Otimizada por Bayesiana para Detecção e Classificação Automatizada de Doenças Retinianas em Gana Usando Imagens de OCT
title_auth A Bayesian-Optimized Ensemble Deep Learning Framework for Automated Detection and Classification of Retinal Diseases in Ghana Using OCT Images
title_es_txt Un marco de aprendizaje profundo conjunto optimizado bayesiano para la detección y clasificación automatizadas de enfermedades retinianas en Ghana utilizando imágenes de OCT
title_fr_txt Un cadre d'apprentissage profond ensembliste optimisé par Bayes pour la détection et la classification automatisées des maladies rétiniennes au Ghana à l'aide d'images OCT
title_full A Bayesian-Optimized Ensemble Deep Learning Framework for Automated Detection and Classification of Retinal Diseases in Ghana Using OCT Images
title_fullStr A Bayesian-Optimized Ensemble Deep Learning Framework for Automated Detection and Classification of Retinal Diseases in Ghana Using OCT Images
title_full_unstemmed A Bayesian-Optimized Ensemble Deep Learning Framework for Automated Detection and Classification of Retinal Diseases in Ghana Using OCT Images
title_pt_txt Uma Estrutura de Aprendizagem Profunda Ensemble Otimizada por Bayesiana para Detecção e Classificação Automatizada de Doenças Retinianas em Gana Usando Imagens de OCT
title_short A Bayesian-Optimized Ensemble Deep Learning Framework for Automated Detection and Classification of Retinal Diseases in Ghana Using OCT Images
title_sort a bayesian-optimized ensemble deep learning framework for automated detection and classification of retinal diseases in ghana using oct images
topic Mathematics
General
Mathematics
url https://www.hindawi.com/journals/acisc/2026/7551458/