245 citations · 329 across the 10 of their papers we have counts for
3 papers · 1 filter
Recent advances in deep learning applied to skin cancer detection
Andre G. C. Pacheco, Renato A. Krohling
Skin cancer is a major public health problem around the world. Its early detection is very important to increase patient prognostics. However, the lack of qualified professionals a…
The impact of patient clinical information on automated skin cancer detection
Andre G. C. Pacheco, Renato A. Krohling
Skin cancer is one of the most common types of cancer around the world. For this reason, over the past years, different approaches have been proposed to assist detect it. Nonethele…
Skin cancer detection based on deep learning and entropy to detect outlier samples
Andre G. C. Pacheco, Abder-Rahman Ali, Thomas Trappenberg
We describe our methods that achieved the 3rd and 4th places in tasks 1 and 2, respectively, at ISIC challenge 2019. The goal of this challenge is to provide the diagnostic for ski…