This project uses radiomics, AI, ML, and deep learning to identify patterns of lung involvement in respiratory infectious diseases. By 2026, the Observatory will be collecting a continuous stream of imaging- and associated clinical data of patients with respiratory disease from around the world.
Activity Type AI Tools/SolutionsResearch/Reports/AssessmentsThis project explores how efficient AI can be in the identification of peaks in gamma energy spectra in comparison to existing commercial and open-source software packages. The IAEA contributed a high number of gamma spectra for training the algorithm.
Activity Type Research/Reports/AssessmentsA 5-year Coordinated Research Project (CRP) on AI for Accelerating Fusion R&D. The objective is to accelerate fusion R&D with machine learning and AI by creating a platform and cross-community network for innovation and partnership.
Activity Type Research/Reports/AssessmentsInfrastructure/Systems DevelopmentNetworks/Mentorship/ExchangeThis project explores, tests, and deploys AI methods to improve and speed up nuclear data development and evaluation. Open-source evaluation packages are developed at the IAEA that leverage machine learning frameworks for advancing evaluation methodology.
Activity Type Research/Reports/AssessmentsInfrastructure/Systems Development