Breast cancer classification based on hybrid CNN with LSTM model

Breast cancer classification based on hybrid CNN with LSTM model

Abstract Breast cancer (BC) is a global problem, largely due to a shortage of knowledge and early detection. The speed-up process of detection and classification is crucial for effective cancer treatment. Medical image analysis methods and computer-aided diagnosis can enhance this process, providing...

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Bibliographic Details
Main Authors: Mourad Kaddes, Yasser M. Ayid, Ahmed M. Elshewey, Yasser Fouad
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Breast Cancer
CNN
LSTM
CNN-LSTM
DL
Healthcare
Online Access:https://doi.org/10.1038/s41598-025-88459-6
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