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Harmonized Dual Deep Learning Architectures for Image-Based Diagnostics of Skin Neglected Tropical Diseases: Benchmark Study via Novel Funnel Framework

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Published in:JMIR Dermatology
Format: Online Article RSS Article
Published: 2026
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container_title JMIR Dermatology
description
discipline_display Dermatology and Venereology
discipline_facet Dermatology and Venereology
format Online Article
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genre Journal Article
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institution FRELIP
journal_source_facet JMIR Dermatology
last_indexed 2026-06-24T03:36:13.761Z
publishDate 2026
publishDateSort 2026
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spellingShingle Harmonized Dual Deep Learning Architectures for Image-Based Diagnostics of Skin Neglected Tropical Diseases: Benchmark Study via Novel Funnel Framework
Dermatology and Venereology
General
Dermatology and Venereology
sub_discipline_display General
sub_discipline_facet General
subject_display Dermatology and Venereology
General
Dermatology and Venereology
subject_facet Dermatology and Venereology
General
Dermatology and Venereology
title Harmonized Dual Deep Learning Architectures for Image-Based Diagnostics of Skin Neglected Tropical Diseases: Benchmark Study via Novel Funnel Framework
title_alt Arquitecturas armonizadas de aprendizaje profundo dual para diagnóstico basado en imágenes de enfermedades tropicales desatendidas de la piel: estudio de referencia mediante un novedoso marco de embudo
Architectures d'apprentissage profond dual harmonisées pour le diagnostic par imagerie des maladies tropicales négligées de la peau : étude de référence via un nouveau cadre en entonnoir
Arquiteturas Harmonizadas de Aprendizado Profundo Duplo para Diagnóstico Baseado em Imagem de Doenças Tropicais Negligenciadas da Pele: Estudo de Referência via Nova Estrutura de Funil
title_auth Harmonized Dual Deep Learning Architectures for Image-Based Diagnostics of Skin Neglected Tropical Diseases: Benchmark Study via Novel Funnel Framework
title_es_txt Arquitecturas armonizadas de aprendizaje profundo dual para diagnóstico basado en imágenes de enfermedades tropicales desatendidas de la piel: estudio de referencia mediante un novedoso marco de embudo
title_fr_txt Architectures d'apprentissage profond dual harmonisées pour le diagnostic par imagerie des maladies tropicales négligées de la peau : étude de référence via un nouveau cadre en entonnoir
title_full Harmonized Dual Deep Learning Architectures for Image-Based Diagnostics of Skin Neglected Tropical Diseases: Benchmark Study via Novel Funnel Framework
title_fullStr Harmonized Dual Deep Learning Architectures for Image-Based Diagnostics of Skin Neglected Tropical Diseases: Benchmark Study via Novel Funnel Framework
title_full_unstemmed Harmonized Dual Deep Learning Architectures for Image-Based Diagnostics of Skin Neglected Tropical Diseases: Benchmark Study via Novel Funnel Framework
title_pt_txt Arquiteturas Harmonizadas de Aprendizado Profundo Duplo para Diagnóstico Baseado em Imagem de Doenças Tropicais Negligenciadas da Pele: Estudo de Referência via Nova Estrutura de Funil
title_short Harmonized Dual Deep Learning Architectures for Image-Based Diagnostics of Skin Neglected Tropical Diseases: Benchmark Study via Novel Funnel Framework
title_sort harmonized dual deep learning architectures for image-based diagnostics of skin neglected tropical diseases: benchmark study via novel funnel framework
topic Dermatology and Venereology
General
Dermatology and Venereology
url https://derma.jmir.org/2026/1/e91544