Neural Network based approaches for non-contact dermoscopy: a brief primer


Continuing our blog with introduction to machine learning for iToBoS, we present here a general overview of neural networks. Starting from basic definitions of important concepts, we will give a primer as meant for beginner. We keep discussions only to various types of neural networks. The functionality is also elucidated here.

The optical challenge of the total body scanner


The engineering tasks of the iToBoS project can be divided into two main groups. On the one hand, the design and construction of the total body scanner, that is the hardware. On the other hand, the design and implementation of the data processing and artificial intelligence software that will analyse all the information (skin images and clinical data) and generate a comprehensive output for the clinicians.

iToBoS presented in the 31st EADV Congress


iToBoS was presented in the 31st European Academy of Dermatology and Venereology (EADV) Congress in Milan, Italy, on September 09, 2022.

iToBoS 4th GA meeting and 3rd PMB meeting in Girona


The first presential meetings of iToBoS project after the pandemic situation took place last 7th September 2022 in Girona.

Gaia-X: Hungarian National Hub


As introduced in the previous part of this blog series, Gaia-X is a European project aiming to reduce Europe’s dependence on outside corporations by achieving a secure and open data-driven ecosystem.

Registration of polarimetric images for in vivo skin diagnostics


The scientific work "Registration of polarimetric images for in vivo skin diagnostics", with the support of the iToBoS project, has been published.

Gaia-X: Towards Data Sovereignty


Over the last decade, the importance of data has been growing substantially, with no end in sight. With the rise of automation and artificial intelligence, digital information is generated and processed at an ever-increasing rate.

Sun protection education for adolescents


University of Trieste started for the fourth year a cycle of lessons in the secondary schools to educate students to a proper sun exposure.

iToBoS project in Europhoton


iToBoS participated in the 10th EPS-QEOD Europhoton Conference that took place in Hannover, Germany from August 28 to September 2, 2022.

Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification (2)


The high performance of machine learning algorithms for the task of skin lesion classification has been shown over the past few years. However, real-world implementations are still scarce.