Diffusion Models are a type of likelihood-based models that have recently generated synthetic images of excellent quality.
iToBoS project was presented through a poster titled “Non-contact dermoscopy for the early detection of skin cancer” in the interdisciplinary workshop Cluster of Excellence PhoenixD.
This article presents an analysis of the strengths, weaknesses and threats of teledermatology.
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.