Prof Mourad Gridach

I am doing research in the field of artificial intelligence and machine learning. My goal is to use and develop models that can understand images, with focus on medical images.

I am focusing on developing deep neural networks models for segmenting various types of medical images such as computerized tomography, MRI, X-ray, etc.

As an approach, I am using deep neural networks, which are machine learning models giving state-of-the-art performances in fields like computer vision, natural language processing, speech recognition, etc.

 I also do research in the field of natural language processing and recommender systems, where I develop machine learning models to understand human language and recommend products. An example of these applications such as sentiment analysis, named entity recognition, churn prediction, part-of-speech tagging (POS), biomedical NLP, I focused on different languages such as English, French, Standard Arabic and Arabic Dialects.