The main added value of teledermatology is to ensure a wider access to specialist skin care (“Telemedicine is a way of moving patient’s information rather than patients”).
YOLO (You Only Look Once) is an algorithm that uses neural networks to offer real-time detection. Its popularity is due to being much faster than other methods while still providing a good accuracy. It is fast by design: it has fewer convolutional layers (9 instead 24) and fewer filters.
Skin is the largest organ of human body and skin cancer is the most common cancer in the world. Skin cancer is deadly at late stage when cancer spreads to internal organs. However, if being detected early, skin cancer can be cured with high survival rate.
The scientific work "Applying Artificial Intelligence Privacy Technology in the Healthcare Domain", supported by iToBoS project, has been published.
Convolutional neural networks are a type of neural networks often used to perform machine learning techniques on images.
iToBoS project was presented in Actu Toulouse, a digital newspaper that publishes articles on the daily life of the inhabitants of Toulouse and its region, portraits, ideas for outings, tips and practical information. The article is written in French.