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Oussama EL GANNOUR
Oussama EL GANNOUR
Hassan II University of Casablanca, Casablanca, Morocco
Verified email at etu.univh2c.ma
Title
Cited by
Cited by
Year
Optimization of machine learning algorithms hyper-parameters for improving the prediction of patients infected with COVID-19
S Hamida, O El Gannour, B Cherradi, H Ouajji, A Raihani
2020 ieee 2nd international conference on electronics, control, optimization …, 2020
512020
Convolutional neural network based classification of patients with pneumonia using X-ray lung images
H Moujahid, B Cherradi, OE Gannour, L Bahatti, O Terrada, S Hamida
Advances in Science, Technology and Engineering Systems Journal 5 (5), 167-175, 2020
472020
Concatenation of pre-trained convolutional neural networks for enhanced COVID-19 screening using transfer learning technique
O El Gannour, S Hamida, B Cherradi, M Al-Sarem, A Raihani, F Saeed, ...
Electronics 11 (1), 103, 2021
422021
A novel COVID-19 diagnosis support system using the stacking approach and transfer learning technique on chest X-ray images
S Hamida, O El Gannour, B Cherradi, A Raihani, H Moujahid, H Ouajji
Journal of Healthcare Engineering 2021, 2021
412021
Performance evaluation of transfer learning technique for automatic detection of patients with COVID-19 on X-Ray images
O El Gannour, S Hamida, B Cherradi, A Raihani, H Moujahid
2020 IEEE 2nd international conference on electronics, control, optimization …, 2020
372020
Brain tumor detection using mri images and convolutional neural network
D Lamrani, B Cherradi, O El Gannour, MA Bouqentar, L Bahatti
International Journal of Advanced Computer Science and Applications 13 (7), 2022
282022
Screening medical face mask for coronavirus prevention using deep learning and AutoML
O El Gannour, B Cherradi, S Hamida, M Jebbari, A Raihani
2022 2nd International conference on innovative research in applied science …, 2022
182022
Handwritten computer science words vocabulary recognition using concatenated convolutional neural networks
S Hamida, O El Gannour, B Cherradi, H Ouajji, A Raihani
Multimedia Tools and Applications 82 (15), 23091-23117, 2023
172023
Efficient feature descriptor selection for improved Arabic handwritten words recognition.
S Hamida, O El Gannour, B Cherradi, H Ouajji, A Raihani
International Journal of Electrical & Computer Engineering (2088-8708) 12 (5), 2022
172022
New database of French computer science words handwritten vocabulary
S Hamida, B Cherradi, O El Gannour, O Terrada, A Raihani, H Ouajji
2021 International Congress of Advanced Technology and Engineering (ICOTEN), 1-5, 2021
172021
Improved multiclass brain tumor detection using convolutional neural networks and magnetic resonance imaging
MA Mahjoubi, S Hamida, OE Gannour, B Cherradi, AE Abbassi, A Raihani
International Journal of Advanced Computer Science and Applications 14 (3 …, 2023
162023
COVID-19 Detection on x-ray images using a combining mechanism of pre-trained CNNs
O El Gannour, S Hamida, S Saleh, Y Lamalem, B Cherradi, A Raihani
International Journal of Advanced Computer Science and Applications 13 (6), 2022
162022
Evaluating multi-state systems reliability with a new improved method
Y Lamalem, S Hamida, Y Tazouti, O El Gannour, K Housni, B Cherradi
Bulletin of Electrical Engineering and Informatics 11 (3), 1568-1576, 2022
142022
A Fake News Detection System based on Combination of Word Embedded Techniques and Hybrid Deep Learning Model
MA OUASSIL, B CHERRADI, S HAMIDA, M ERRAMI, O EL GANNOUR, ...
132022
Healthcare monitoring system for automatic database management using mobile application in IoT environment
S Saleh, B Cherradi, O El Gannour, N Gouiza, O Bouattane
Bulletin of Electrical Engineering and Informatics 12 (2), 1055-1068, 2023
72023
Cursive Arabic handwritten word recognition system using majority voting and k-NN for feature descriptor selection
S Hamida, B Cherradi, O El Gannour, A Raihani, H Ouajji
Multimedia Tools and Applications 82 (26), 40657-40681, 2023
62023
A Novel Explainable CNN Model for Screening COVID-19 on X-ray Images
H Moujahid, B Cherradi, O El Gannour, W Nagmeldin, A Abdelmaboud, ...
42023
Exploration Study on Learning Styles Identification and Prediction Techniques
M Jebbari, B Cherradi, O El Gannour, S Hamida, A Raihani
2022 2nd International Conference on Innovative Research in Applied Science …, 2022
42022
Optimizing Machine Learning Algorithms for Heart Disease Classification and Prediction.
A El-Ibrahimi, O Terrada, O El Gannour, B Cherradi, A El Abbassi, ...
International Journal of Online & Biomedical Engineering 19 (15), 2023
32023
Data Balancing through Data Augmentation to Improve Transfer Learning Performance for Skin Disease Prediction
S Hamida, O El Gannour, A Maafiri, Y Lamalem, I Haddou-Oumouloud, ...
2023 3rd International Conference on Innovative Research in Applied Science …, 2023
32023
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