XAI Hyperparameter Optimization

17/04/2023.

Rule-based eXplainable AI (XAI) methods, such as layer-wise relevance propagation (LRP) and DeepLift, provide large flexibility thanks to configurable rules, allowing AI practitioners to tailor the XAI method to the problem at hand.

DenseNet Canonization

14/04/2023.

As we saw in a previous post, some challenges caused in explaining neural network decisions can be overcome via canonization.

What happens when you’re diagnosed with melanoma?

11/04/2023.

iToBoS is aiming to streamline melanoma diagnosis, but what happens once you are diagnosed with melanoma?

The fourth issue of the iToBoS newsletter has been launched

7/04/2023.

Offering a handful of assorted articles and updates, this release offers content about the project, technology and trends.

Optical Technologies for Skin Cancer Detection

6/04/2023.

Optical technologies are a promising tool for the early detection of melanoma, which is a type of skin cancer that can be aggressive and deadly if not detected and treated in its early stages.

Skin cancer early detection with assistance of artificial intelligence

5/04/2023.

Skin cancer is the most common cancer in the world.

Risk scores in melanoma detection

3/04/2023.

Melanoma is the third most common cancer in Australia, but Australians have widely variable risk of developing melanoma. This makes it hard to recommend a one-size-fits-all approach to early detection.

iToBoS project presented in the Spanish Academic group for imaging in dermatology and venereology

31/03/2023.

iToBoS was presented at the “XI Reunion del grupo de trabajo de e-dermatologia e imagen (GEDEI) de la Academia Española de Dermatologia y Venereologia”. 

Digital Hair Removal

30/03/2023.

Digital hair removal is a technique that is used to improve the accuracy and reliability of dermoscopic images of melanoma, which is a type of skin cancer.

When melanomas don’t look like melanomas

29/03/2023.

Most people who know about melanomas have a particular idea of what they look like: dark brown or black blotches or lumps. Many melanomas do look like this, so it’s what many machine learning algorithms are taught to look for.