(1) Taib, C., Abdoun, O., Haimoudi, E.K., Optimizing breast cancer diagnosis: combining hybrid architectures through Apache Spark, International Journal of Electrical and Computer Engineering, 2024, 14(4), pp. 4261–4272. 

(2) El Idrissi El-Bouzaidi, Y., Abdoun, O., Artificial Intelligence for Sustainable Dermatology : Exploring Deep Learning Models for Accurate Skin Lesion Recognition, Procedia Computer Science, 2024, 236, pp. 233–240.

(3) Taib, C., Abdoun, O., Haimoudi, E., "Performance Evaluation of Diagnostic and El Idrissi El-Bouzaidi, Y., Abdoun, O., Artificial Intelligence for Sustainable Dermatology in Smart Green Cities: Exploring Deep Learning Models for Accurate Skin Lesion Recognition, Procedia Computer Science, 2024, 236, pp. 233–240. 

(4) El Idrissi El-Bouzaidi, Y., Abdoun, O., Health Care Intelligent System: Deep Residual Network Powered by Data Augmentation for Automatic Melanoma Image Classification, Advances in Science, Technology and Innovation, 2024, pp. 223–230. 

(5) El Idrissi El-Bouzaidi, Y., Abdoun, O., "A Comprehensive Study of Intelligent Systems for Melanoma Detection: The Role of Convolutional Neural Networks and Hyperparameter Optimization”, International Conference on Sustainable Energy, Electrical Engineering and Intelligent Systems, Guelmim, May 17th and 18th 2024 

(6) Classification Systems Using Deep Learning on Apache Spark", Lecture Notes in Mechanical Engineering. Springer, 2023, ISBN : 978-3-031-23615-0. 

(7) Taib, C., Haimoudi, E., Abdoun, O., "Pneumonia Classification Using Hybrid Architectures Based on Ensemble Techniques and Deep Learning. In: Masrour", Lecture Notes in Networks and Systems, vol 772. Springer, 2023, ISBN :978-3-031-43520-1. 

(8) El-Bouzaidi, Y.E.I., Abdoun, O., Advances in artificial intelligence for accurate and timely diagnosis of COVID-19: A comprehensive review of medical imaging analysis, Scientific African, 2023, 22, e01961 

(9) El Idrissi El-Bouzaidi, Y., Abdoun, O., "CNN-Based Deep Features with Ensemble Learning for COVID-19 Classification", Lecture Notes in Networks and Systems, vol 635. Springer, 2023, ISBN : 978-3-031-26254-8.

 (10) El Idrissi El-Bouzaidi, Y., Abdoun, O., "DenTcov: Deep Transfer Learning-Based Automatic Detection of Coronavirus Disease (COVID-19) Using Chest X-ray Images", Lecture Notes in Networks and Systems, vol 211. Springer, 2021.

(11) El Idrissi El-Bouzaidi, Y., Abdoun, O., "DenTcov: Deep Transfer Learning-Based Automatic Detection of Coronavirus Disease (COVID-19) Using Chest X-ray Images", International Conference on Digital Technologies and Applications (ICDTA 21), 29-30 January, Fez, Morocco.