Author

Sofia El Amoury

Institutions: Université Ibn-Tofail, Université Hassan 1er

Observed institutions: Université Ibn-Tofail, Université Hassan 1er

ORCID: 0009-0006-6616-0527

Observed ORCID: 0009-0006-6616-0527

OpenAlex ID: A5114777347

Design of an Optimal Convolutional Neural Network Architecture for MRI Brain Tumor Classification by Exploiting Particle Swarm Optimization

2025 · Sofia El Amoury, Youssef Smili, et al. · Journal of Imaging · 25

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Simulated Annealing-Based Hyperparameter Optimization of a Convolutional Neural Network for MRI Brain Tumor Classification

2025 · Sofia El Amoury, Youssef Smili, et al. · Machine Learning and Knowledge Extraction · 8

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Optimization of Convolutional Neural Network Architecture by PSO Algorithm for MRI Brain Tumor Image Classification

2024 · Sofia El Amoury, Youssef Smili, et al. · International Conference on Intelligent Computing in Data Sciences (ICDS) · 3

CNN Hyper-parameter Optimization Using Simulated Annealing for MRI Brain Tumor Image Classification

2025 · Sofia El Amoury, Youssef Smili, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 2

Improving MRI Brain Tumor Classification with Simulated Annealing in a Convolutional Neural Network

2026 · Sofia El Amoury, Youssef Smili, et al. · Lecture notes in networks and systems

Thiosemicarbazide Induces Partial Myoclonic, Generalized Tonic-Clonic and Status Epilepticus Seizures Depending on the Dose in the Rat

2023 · Anwar Satef, Sofia El Amoury, et al. · Neuroscience International

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Works count: 6

Citation count: 38

H-index: 3

I10-index: 1