no code implementations • 22 Mar 2024 • Tuija Leinonen, David Wong, Ali Wahab, Ramesh Nadarajah, Matti Kaisti, Antti Airola
However, such estimates tend to be highly overoptimistic when compared to accuracy obtained from deploying models to sources not represented in the dataset, such as a new hospital.
no code implementations • 21 Sep 2023 • Ali Kargarandehkordi, Matti Kaisti, Peter Washington
We then compared the personalized models against a generalized model trained using data from all 10 participants.
no code implementations • 11 Nov 2021 • Matti Kaisti, Juho Laitala, Antti Airola
By allowing the randomization to increase beyond what is typically observed in the real-world data the performance is on par or superseding the performance of networks trained with real data.