iToBoS presented in AI Magazine

iToBoS project was presented in AI Magazine, a digital magazine specialized in Artificial Intelligence news: the latest trends, industry insight, and influential projects.

Explain to not forget: Defending against catastrophic forgetting with XAI

The work "Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI", with the support of the iToBoS project, has been published.

If you care about your skin

Skin cancers are nowadays the most common neoplasms, both among women and men. In particular, melanomas are among the most rapidly growing cancers that occur even at a young age. 

Interviews for iToBoS: Karen Gorp from Melanoma Patients Australia

Today, we spoke to Karen Gorp, one of our colleagues from Melanoma Patients Australia about why she thinks Early Detection is important for Melanoma patients and her hopes for iToBoS!

Advanced masking technologies in the iToBoS project

Data masking is the process by which sensitive data is replaced, with data that is unintelligible to the receiver, addressing data security and privacy requirements and regulations.

Medical Informatics Europe Conference

I recently took part in MIE conference in Nice, France. This year the conference focus was on “challenges of trustable AI and added value on Health”.

Dermatology on the beach in Grado (Italy)

The team of the Dermatological Unit of the University of Trieste, leaded by Professor Iris Zalaudek, offered three days (15-17 June 2022) of skin screening directly on the beach of Grado (Italy).

Building of the iToBoS Cloud: Background

The success of new scientific research, such as the novel holistic approach for melanoma detection in iToBoS, is increasingly dependent on the efficient storage and processing of copious amounts of data originating from research. Moreover, the scientists often require complex, large-scale platforms based on the coordinated operation of multiple components.

Relevance-based Neural Freezing against Catastrophic Forgetting in Neural Network Training

The ability to continuously process and retain new information like we do naturally as humans is a feat that is highly sought after when training neural networks.

Liquid lenses for fast focusing in machine vision. Technical bases

Tunable lenses are conceptionally like a human eye. An elastic polymer membrane covers a reservoir containing an optical liquid.