Enhanced melanoma and non-melanoma skin cancer classification using a hybrid LSTM-CNN model

Enhanced melanoma and non-melanoma skin cancer classification using a hybrid LSTM-CNN model

Abstract Melanoma is the most dangerous type of skin cancer. Although it accounts for only about 1% of all skin cancer cases, it is responsible for the majority of skin cancer-related deaths. Early detection and accurate diagnosis are crucial for improving the prognosis and survival rates of patient...

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Bibliographic Details
Main Authors:	Sara M. M. Abohashish, Hanan H. Amin, E. I. Elsedimy
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-07-01
Series:	Scientific Reports
Subjects:	Skin cancer Long short-term memory Convolutional neural networks HAM10000 dataset
Online Access:	https://doi.org/10.1038/s41598-025-08954-8
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