Classification and Prediction of atherosclerosis diseases using machine learning algorithms O Terrada, B Cherradi, A Raihani, O Bouattane 2019 5th International Conference on Optimization and Applications (ICOA), 1-5, 2019 | 93 | 2019 |
Classification of patients with breast cancer using neighbourhood component analysis and supervised machine learning techniques S Laghmati, B Cherradi, A Tmiri, O Daanouni, S Hamida 2020 3rd International Conference on Advanced Communication Technologies and …, 2020 | 66 | 2020 |
Combining CNN and Grad-Cam for COVID-19 Disease Prediction and Visual Explanation. H Moujahid, B Cherradi, M Al-Sarem, L Bahatti, ABAMY Eljialy, ... Intelligent Automation & Soft Computing 32 (2), 2022 | 62 | 2022 |
Parkinson’s disease identification using KNN and ANN Algorithms based on Voice Disorder O Asmae, R Abdelhadi, C Bouchaib, S Sara, K Tajeddine 2020 1st International Conference on Innovative Research in Applied Science …, 2020 | 57 | 2020 |
Supervised machine learning based medical diagnosis support system for prediction of patients with heart disease O Terrada, S Hamida, B Cherradi, A Raihani, O Bouattane Advances in Science, Technology and Engineering Systems Journal 5 (5), 269-277, 2020 | 55 | 2020 |
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 | 52 | 2020 |
Parallel c-means algorithm for image segmentation on a reconfigurable mesh computer O Bouattane, B Cherradi, M Youssfi, MO Bensalah Parallel computing 37 (4-5), 230-243, 2011 | 50 | 2011 |
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 | 48 | 2020 |
Computer-aided diagnosis system for early prediction of atherosclerosis using machine learning and K-fold cross-validation B Cherradi, O Terrada, A Ouhmida, S Hamida, A Raihani, O Bouattane 2021 international congress of advanced technology and engineering (ICOTEN), 1-9, 2021 | 47 | 2021 |
Machine learning based system for prediction of breast cancer severity S Laghmati, A Tmiri, B Cherradi 2019 International Conference on Wireless Networks and Mobile Communications …, 2019 | 47 | 2019 |
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 | 44 | 2022 |
Predicting diabetes diseases using mixed data and supervised machine learning algorithms O Daanouni, B Cherradi, A Tmiri Proceedings of the 4th International Conference on Smart City Applications, 1-6, 2019 | 44 | 2019 |
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 | 43 | 2021 |
GPU fuzzy c-means algorithm implementations: performance analysis on medical image segmentation N Ait Ali, B Cherradi, A El Abbassi, O Bouattane, M Youssfi Multimedia Tools and Applications 77 (16), 21221-21243, 2018 | 43 | 2018 |
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 (1), 9437538, 2021 | 42 | 2021 |
Performance Evaluation of Machine Learning Algorithms in Handwritten Digits Recognition S Hamida, B Cherradi, A Raihani, H Ouajji 2019 1st International Conference on Smart Systems and Data Science (ICSSD), 1-6, 2019 | 42 | 2019 |
NSL-MHA-CNN: A novel CNN architecture for robust diabetic retinopathy prediction against adversarial attacks O Daanouni, B Cherradi, A Tmiri IEEE Access 10, 103987-103999, 2022 | 40 | 2022 |
Atherosclerosis disease prediction using supervised machine learning techniques O Terrada, B Cherradi, A Raihani, O Bouattane 2020 1st international conference on innovative research in applied science …, 2020 | 40 | 2020 |
A fuzzy medical diagnostic support system for cardiovascular diseases diagnosis using risk factors O Terrada, B Cherradi, A Raihani, O Bouattane 2018 International Conference on Electronics, Control, Optimization and …, 2018 | 40 | 2018 |
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 | 39 | 2020 |