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IMPROVING DEEP LEARNING CLASSIFICATION PERFORMANCE WITH GAN-BASED DATA AUGMENTATION IN IMBALANCED SKIN LESION DATASETS
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| Published in: | International Journal of 3D Printing Technologies and Digital Industry |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868553621506883585 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | International Journal of 3D Printing Technologies and Digital Industry |
| description | |
| discipline_display | Computer Science |
| discipline_facet | Computer Science |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:78316 |
| institution | FRELIP |
| journal_source_facet | International Journal of 3D Printing Technologies and Digital Industry |
| last_indexed | 2026-06-20T21:39:56.259Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | IMPROVING DEEP LEARNING CLASSIFICATION PERFORMANCE WITH GAN-BASED DATA AUGMENTATION IN IMBALANCED SKIN LESION DATASETS Computer Science General Computer Science |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Computer Science General Computer Science |
| subject_facet | Computer Science General Computer Science |
| title | IMPROVING DEEP LEARNING CLASSIFICATION PERFORMANCE WITH GAN-BASED DATA AUGMENTATION IN IMBALANCED SKIN LESION DATASETS |
| title_alt | MEJORA DEL RENDIMIENTO DE CLASIFICACIÓN DEL APRENDIZAJE PROFUNDO CON AUMENTO DE DATOS BASADO EN GAN EN CONJUNTOS DE DATOS DE LESIONES CUTÁNEAS DESBALANCEADOS AMÉLIORATION DES PERFORMANCES DE CLASSIFICATION EN APPRENTISSAGE PROFOND AVEC L'AUGMENTATION DE DONNÉES BASÉE SUR LES GAN DANS DES ENSEMBLES DE DONNÉES DE LÉSIONS CUTANÉES DÉSÉQUILIBRÉS MELHORIA DO DESEMPENHO DE CLASSIFICAÇÃO DE APRENDIZAGEM PROFUNDA COM AUMENTO DE DADOS BASEADO EM GAN EM CONJUNTOS DE DADOS DE LESÕES DE PELE DESBALANCEADOS |
| title_auth | IMPROVING DEEP LEARNING CLASSIFICATION PERFORMANCE WITH GAN-BASED DATA AUGMENTATION IN IMBALANCED SKIN LESION DATASETS |
| title_es_txt | MEJORA DEL RENDIMIENTO DE CLASIFICACIÓN DEL APRENDIZAJE PROFUNDO CON AUMENTO DE DATOS BASADO EN GAN EN CONJUNTOS DE DATOS DE LESIONES CUTÁNEAS DESBALANCEADOS |
| title_fr_txt | AMÉLIORATION DES PERFORMANCES DE CLASSIFICATION EN APPRENTISSAGE PROFOND AVEC L'AUGMENTATION DE DONNÉES BASÉE SUR LES GAN DANS DES ENSEMBLES DE DONNÉES DE LÉSIONS CUTANÉES DÉSÉQUILIBRÉS |
| title_full | IMPROVING DEEP LEARNING CLASSIFICATION PERFORMANCE WITH GAN-BASED DATA AUGMENTATION IN IMBALANCED SKIN LESION DATASETS |
| title_fullStr | IMPROVING DEEP LEARNING CLASSIFICATION PERFORMANCE WITH GAN-BASED DATA AUGMENTATION IN IMBALANCED SKIN LESION DATASETS |
| title_full_unstemmed | IMPROVING DEEP LEARNING CLASSIFICATION PERFORMANCE WITH GAN-BASED DATA AUGMENTATION IN IMBALANCED SKIN LESION DATASETS |
| title_pt_txt | MELHORIA DO DESEMPENHO DE CLASSIFICAÇÃO DE APRENDIZAGEM PROFUNDA COM AUMENTO DE DADOS BASEADO EM GAN EM CONJUNTOS DE DADOS DE LESÕES DE PELE DESBALANCEADOS |
| title_short | IMPROVING DEEP LEARNING CLASSIFICATION PERFORMANCE WITH GAN-BASED DATA AUGMENTATION IN IMBALANCED SKIN LESION DATASETS |
| title_sort | improving deep learning classification performance with gan-based data augmentation in imbalanced skin lesion datasets |
| topic | Computer Science General Computer Science |
| url | https://dergipark.org.tr/en/pub/ij3dptdi/article/1804803%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20 |