The new regulatory framework for AI / ML-enabled SaMDs is driven by two main concepts.
It is not clear the allocation in U.S.A. of Clinical Decision Support systems into the category of SaMD (software as medical device).
The natural progression of a disease depends on genetic inheritance-susceptibility of an individual and several environmental factors.
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.
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.
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 first presential meetings of iToBoS project after the pandemic situation took place last 7th September 2022 in Girona.
The scientific work "Registration of polarimetric images for in vivo skin diagnostics", with the support of the iToBoS project, has been published.