Sujet de thèse:L’apprentissage profond ou le deep learning pour l'analyse des données médicales. Liste des publications: (profile google scholar: https://scholar.google.com/citations?user=FeitrIQAAAAJ&hl=en&oi=ao) - Mixed-pooling-dropout for convolutional neural network regularization. - Efficient Lung Nodule Classification Method using Convolutional Neural Network and Discrete Cosine Transform. - Feature-Extraction Methods for Lung-Nodule Detection: A Comparative Deep Learning Study. - Efficient Lung CT Image Segmentation using Mathematical Morphology and the Region Growing algorithm. - Lung CT image segmentation using deep neural networks.