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Hybrid CNN + LSTM + SVM model for advanced brain tumor classification | Synapse
March 3, 2026
Hybrid CNN + LSTM + SVM model for advanced brain tumor classification
MB
Moriba Bérété
AE
Amira Echtioui
Research and Technology Center of Energy
LS
Lamia Sellami
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Puntos clave
The hybrid model shows improved accuracy in brain tumor classification compared to traditional methods.
An accuracy increase of 12% was reported using the hybrid CNN, LSTM, and SVM model.
This analysis utilizes advanced algorithms including simulated convolutional neural networks and support vector machines.
Findings highlight the potential of combining different algorithmic approaches for better tumor classification.
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Cite This Study
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Bérété et al. (Mon,) studied this question.
synapsesocial.com/papers/69a765e6badf0bb9e87daec1
https://doi.org/https://doi.org/10.1007/s13721-025-00718-8