28/09/2022.
The new regulatory framework for AI / ML-enabled SaMDs is driven by two main concepts.
26/09/2022.
It is not clear the allocation in U.S.A. of Clinical Decision Support systems into the category of SaMD (software as medical device).
22/09/2022.
The natural progression of a disease depends on genetic inheritance-susceptibility of an individual and several environmental factors.
19/09/2022.
A collaboration of scientists from the UK, USA, Australia, and France have proposed a more objective and detailed way to describe the huge variety of skin colour, called the Eumelanin Human Skin Colour Scale (EHSCS) and measured with a simple colourimeter.
16/09/2022.
The complexity and volume of data in healthcare and increased demands for personalised care means that artificial intelligence (AI) will be increasingly incorporated into medical workflows.
14/09/2022.
CNN or ConvNet is a type of ANN that has been widely used to analyse images and sound signals. MLP is not suited to image and sound signals because the trainable parameters are large.
12/09/2022.
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.
8/09/2022.
The first presential meetings of iToBoS project after the pandemic situation took place last 7th September 2022 in Girona.
7/09/2022.
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.
6/09/2022.
The scientific work "Registration of polarimetric images for in vivo skin diagnostics", with the support of the iToBoS project, has been published.