no code implementations • 3 Jul 2023 • Egor Panfilov, Simo Saarakkala, Miika T. Nieminen, Aleksei Tiulpin
In this study, we leveraged recent advances in Deep Learning and, using a Transformer approach, developed a unified framework for the multi-modal fusion of knee imaging data.
1 code implementation • 26 Jan 2022 • Egor Panfilov, Simo Saarakkala, Miika T. Nieminen, Aleksei Tiulpin
Accurate prediction of knee osteoarthritis (KOA) progression from structural MRI has a potential to enhance disease understanding and support clinical trials.
1 code implementation • 12 Aug 2019 • Egor Panfilov, Aleksei Tiulpin, Stefan Klein, Miika T. Nieminen, Simo Saarakkala
Degeneration of articular cartilage (AC) is actively studied in knee osteoarthritis (OA) research via magnetic resonance imaging (MRI).