Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2025-01-01
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| Series: | PLoS ONE |
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737724/?tool=EBI |
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| _version_ | 1832592725077131264 |
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| author | Saleem Mustafa Arfan Jaffar Muhammad Rashid Sheeraz Akram Sohail Masood Bhatti |
| author_facet | Saleem Mustafa Arfan Jaffar Muhammad Rashid Sheeraz Akram Sohail Masood Bhatti |
| author_sort | Saleem Mustafa |
| collection | DOAJ |
| format | Article |
| id | doaj-art-835eb6ece8fa43cf9deb2f16233b8923 |
| institution | Kabale University |
| issn | 1932-6203 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj-art-835eb6ece8fa43cf9deb2f16233b89232025-01-21T05:31:36ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01201Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classificationSaleem MustafaArfan JaffarMuhammad RashidSheeraz AkramSohail Masood Bhattihttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737724/?tool=EBI |
| spellingShingle | Saleem Mustafa Arfan Jaffar Muhammad Rashid Sheeraz Akram Sohail Masood Bhatti Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification PLoS ONE |
| title | Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification |
| title_full | Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification |
| title_fullStr | Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification |
| title_full_unstemmed | Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification |
| title_short | Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification |
| title_sort | deep learning based skin lesion analysis using hybrid resunet and modified alexnet random forest for enhanced segmentation and classification |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737724/?tool=EBI |
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