This chapter presents the applications of artificial intelligence (AI) and high-computing performance (HPC) in the health domain, illustrated by the description of five of the use cases that are developed in the DeepHealth project. In the context of the European Commission supporting the use of AI and HPC in the health sector, DeepHealth Project is helping health experts process large quantities of images, putting at their disposal DeepLearning and computer vision techniques, combined in the DeepHealth toolkit and HPC infrastructures. The DeepHealth toolkit is tested and validated through 15 use cases, each of them representing a biomedical application. The most promising use cases are described in the chapter, which concludes with the value proposition and the benefits that DeepHealth toolkit offers to future end users.

Applications of AI and HPC in the Health Domain

Cantalupo B.;Tartaglione E.;Perlo D.;Grangetto M.;Aldinucci M.;
2022-01-01

Abstract

This chapter presents the applications of artificial intelligence (AI) and high-computing performance (HPC) in the health domain, illustrated by the description of five of the use cases that are developed in the DeepHealth project. In the context of the European Commission supporting the use of AI and HPC in the health sector, DeepHealth Project is helping health experts process large quantities of images, putting at their disposal DeepLearning and computer vision techniques, combined in the DeepHealth toolkit and HPC infrastructures. The DeepHealth toolkit is tested and validated through 15 use cases, each of them representing a biomedical application. The most promising use cases are described in the chapter, which concludes with the value proposition and the benefits that DeepHealth toolkit offers to future end users.
2022
HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision
CRC Press
217
239
9781003176664
https://www.taylorfrancis.com/chapters/edit/10.1201/9781003176664-11/applications-ai-hpc-health-domain-dana-oniga-barbara-cantalupo-enzo-tartaglione-daniele-perlo-marco-grangetto-marco-aldinucci-federico-bolelli-federico-pollastri-michele-cancilla-laura-canalini-costantino-grana-cristina-muñoz-alcalde-franco-alberto-cardillo-monica-florea
Oniga D.; Cantalupo B.; Tartaglione E.; Perlo D.; Grangetto M.; Aldinucci M.; Bolelli F.; Pollastri F.; Cancilla M.; Canalini L.; Grana C.; Alcalde C.M.; Cardillo F.A.; Florea M.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1889147
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