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Explainable Deep Learning for Dermoscopic Skin Lesion Classification: A Comparative Study of Vision Transformers and Convolutional Networks with Grad-CAM
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| Published in: | VFAST Transactions on Software Engineering |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1869028916505608192 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | VFAST Transactions on Software Engineering |
| description | |
| discipline_display | Software |
| discipline_facet | Software |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:95795 |
| institution | FRELIP |
| journal_source_facet | VFAST Transactions on Software Engineering |
| last_indexed | 2026-06-26T03:34:34.247Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Explainable Deep Learning for Dermoscopic Skin Lesion Classification: A Comparative Study of Vision Transformers and Convolutional Networks with Grad-CAM Software General Software |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Software General Software |
| subject_facet | Software General Software |
| title | Explainable Deep Learning for Dermoscopic Skin Lesion Classification: A Comparative Study of Vision Transformers and Convolutional Networks with Grad-CAM |
| title_alt | Aprendizaje profundo explicable para la clasificación de lesiones cutáneas dermatoscópicas: un estudio comparativo de transformadores de visión y redes convolucionales con Grad-CAM Apprentissage profond explicable pour la classification des lésions cutanées dermoscopiques : une étude comparative des transformateurs de vision et des réseaux convolutifs avec Grad-CAM Aprendizado Profundo Explicável para Classificação de Lesões de Pele Dermatoscópicas: Um Estudo Comparativo de Transformadores de Visão e Redes Convolucionais com Grad-CAM |
| title_auth | Explainable Deep Learning for Dermoscopic Skin Lesion Classification: A Comparative Study of Vision Transformers and Convolutional Networks with Grad-CAM |
| title_es_txt | Aprendizaje profundo explicable para la clasificación de lesiones cutáneas dermatoscópicas: un estudio comparativo de transformadores de visión y redes convolucionales con Grad-CAM |
| title_fr_txt | Apprentissage profond explicable pour la classification des lésions cutanées dermoscopiques : une étude comparative des transformateurs de vision et des réseaux convolutifs avec Grad-CAM |
| title_full | Explainable Deep Learning for Dermoscopic Skin Lesion Classification: A Comparative Study of Vision Transformers and Convolutional Networks with Grad-CAM |
| title_fullStr | Explainable Deep Learning for Dermoscopic Skin Lesion Classification: A Comparative Study of Vision Transformers and Convolutional Networks with Grad-CAM |
| title_full_unstemmed | Explainable Deep Learning for Dermoscopic Skin Lesion Classification: A Comparative Study of Vision Transformers and Convolutional Networks with Grad-CAM |
| title_pt_txt | Aprendizado Profundo Explicável para Classificação de Lesões de Pele Dermatoscópicas: Um Estudo Comparativo de Transformadores de Visão e Redes Convolucionais com Grad-CAM |
| title_short | Explainable Deep Learning for Dermoscopic Skin Lesion Classification: A Comparative Study of Vision Transformers and Convolutional Networks with Grad-CAM |
| title_sort | explainable deep learning for dermoscopic skin lesion classification: a comparative study of vision transformers and convolutional networks with grad-cam |
| topic | Software General Software |
| url | https://vfast.org/journals/index.php/VTSE/article/view/2419 |