Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement

20/03/2022.

The work "Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement", supported by iToBoS project, has been published.

[FR] L'intelligence artificielle, qu'est-ce que c'est?

18/03/2022.

L’intelligence artificielle (l’IA) soulève aussi bien des questionnements philosophiques qu’informatiques, chacun a sa petite idée au sujet des IA. Mais qu’en savons-nous vraiment? 

What is polarized light?

15/03/2022.

In the iToBoS scanner, polarized light will be used to illuminate the skin of the patient. In this blogpost we want to explore what it means when we are talking about optical polarization.

Skin cancer, AI detection of melanoma and 100+ other types of skin tumors 

10/03/2022.

Skin cancer is one of the most common cancers in the world. In the US alone, between 3 to 5 million new cases are reported each year, with treatment costs of approximately $9 billion.

iToBoS project held its 2nd Project Management Board meeting

9/03/2022.

The iToBoS 2nd Project Management Board (PMB) meeting took place on 9/03/2022 throughout video conference system with the attendance of 17 attendees, including the Project Coordinator (PC), Project Manager (PM), Innovation and Exploitation Manager (IEM), Dissemination and Communication Manager (DCM), Data Manager (DM), Quality Assurance Manager (QAM) and WP leaders.

iToBoS presented in the MWC Open Innovation Challenge 2022

5/03/2022.

iToBoS presents the objectives, challenges and expected benefits of the project at the MWC Open Innovation Challenge 2022 among a wide and multidisciplinary audience.

iToBoS presented in the 4YFN Congress

4/03/2022.

iToBoS project was presented in the 4 Years From Now (4YFN) congress, held in Barcelona from February 28 to March 3, 2022.

Sunburn explainer

28/02/2022.

You’ve probably heard it said that the main cause of melanomas is too much sun exposure and many of us are familiar with the painful red skin, blisters and peeling that follow too much time in the sun. But what actually happens in the skin during a sunburn?

Measurably Stronger Explanation Reliability via Model Canonization

27/02/2022

The work "Measurably Stronger Explanation Reliability via Model Canonization", supported by iToBoS project, has been published.

Structured data classification

24/02/2022.

Data classification is the process of classifying data as a whole (e.g. database schema) or its parts (e.g. column name, column values) into categories. It can also be evaluated for its identifiability, sensitivity and/or confidentiality. In this work, our focus lies in and around structured (and semi structured) data.