The project “DOSIMETReye: A GenAI-based tool for 3D dosimetry from 2D imaging for preclinical studies” aims to develop a tool based on generative artificial intelligence and explainable artificial intelligence (GenAI, XAI), Monte Carlo simulations, and high-performance computing (HPC) to facilitate preclinical studies.<\/p>\n
More specifically, the project aims to develop the first dosimetry tool based on Artificial Intelligence, which will provide real-time analysis of absorbed doses with image acquisition.<\/p>\n
The tool will offer a highly innovative digital solution for dosimetry assessment (the measurement and calculation of ionizing radiation dose) during medical imaging of radiopharmaceuticals, with the possibility of further expansion for clinical purposes.<\/p>\n
The benefit offered by the tool’s innovation lies in the use of state-of-the-art technology, as advanced generative Artificial Intelligence algorithms will create three-dimensional anatomical models of mice from dynamic 2D images and predict organ-level dosimetry assessment, providing more accurate and effective dosimetry results.<\/p>\n
The project is part of the FFPlus<\/span><\/a> program, a European initiative that aims to promote the adoption of HPC by SMEs and start-ups across Europe, with actions aimed at using supercomputing resources to develop productive AI software solutions and services, and solving business challenges through computational methods on HPC systems.<\/p>\n The main role of GRNET is that of a high-performance computing (HPC) expert, offering support and advice on the parallelisation and optimisation of HPC resources.<\/p>\n Participating partners in the project:<\/p>\n The project budget comes from 100% EU funding.<\/p>\n","protected":false},"excerpt":{"rendered":" The project “DOSIMETReye: A GenAI-based tool for 3D dosimetry from 2D imaging for preclinical studies” aims to develop a tool based on generative artificial intelligence and explainable artificial intelligence (GenAI, XAI), Monte Carlo simulations, and high-performance computing (HPC) to facilitate preclinical studies. More specifically, the project aims to develop the first dosimetry tool based on […]<\/p>\n","protected":false},"author":6,"featured_media":0,"template":"","meta":[],"wpbdp_category":[400,397],"wpbdp_tag":[],"class_list":["post-20670","wpbdp_listing","type-wpbdp_listing","status-publish","hentry","wpbdp_category-ict-and-digital-content-infrastructures","wpbdp_category-large-scale-computing-services"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/grnet.gr\/en\/wp-json\/wp\/v2\/wpbdp_listing\/20670","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grnet.gr\/en\/wp-json\/wp\/v2\/wpbdp_listing"}],"about":[{"href":"https:\/\/grnet.gr\/en\/wp-json\/wp\/v2\/types\/wpbdp_listing"}],"author":[{"embeddable":true,"href":"https:\/\/grnet.gr\/en\/wp-json\/wp\/v2\/users\/6"}],"wp:attachment":[{"href":"https:\/\/grnet.gr\/en\/wp-json\/wp\/v2\/media?parent=20670"}],"wp:term":[{"taxonomy":"wpbdp_category","embeddable":true,"href":"https:\/\/grnet.gr\/en\/wp-json\/wp\/v2\/wpbdp_category?post=20670"},{"taxonomy":"wpbdp_tag","embeddable":true,"href":"https:\/\/grnet.gr\/en\/wp-json\/wp\/v2\/wpbdp_tag?post=20670"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\n