Trustworthy AI-assisted phenotyping, prediction and treatment design using large-scale health data
Bidragets beskrivning
Increasingly large health datasets provide health information at unprecedented scale and details. AI and machine learning hold a great promise to utilize these datasets for improved human health. It is expected that AI techniques will help transforming the general healthcare, where essentially all individuals are treated the same way, into a modern healthcare where each patient receives the treatment that is best for his or her health. Trustworthy, secure and privacy-preserving machine learning methods developed in this project contribute directly towards that goal. We expect to build general AI tools that can be applied across majority of diseases and datasets.
Visa merStartår
2024
Slutår
2026
Beviljade finansiering
Finansiär
Finlands Akademi
Typ av finansiering
Akademiprojekt med särskild inriktning
Beslutfattare
Forskningsrådet för naturvetenskap och teknik
15.11.2023
15.11.2023
Övriga uppgifter
Finansieringsbeslutets nummer
359135
Vetenskapsområden
Data- och informationsvetenskap
Forskningsområden
Tietojenkäsittelytieteet
Identifierade teman
health care