Social media allow freedom of speech and are a means of communication popular among cancer patients to share their experiences of the disease. Our project aims to study the determinants of quality of life (QoL) and the use of nonpharmacological interventions (NPI) such as regular physical activity, appropriate diet, etc., using a web collection of textual data from social networks. The originality of the application will be to detect controversial topics related to QoV and NPIs. To do this, we will use several methods of artificial intelligence, including Deep learning approaches and attention models, to :
These methods will be included in a tool dedicated to health professionals to help them in their reflections on the implementation of supportive care and therapeutic education programs.
Don't forget to name people that helped you thanks to their reasearches ! IEEE Transactions on Visualization and Computer Graphics, 24(12):3160-3173, 2018.