Kellgren-Lawrence grading of knee osteoarthritis using deep learning: Diagnostic performance with external dataset and comparison with four readers
In an external dataset, our DL model can grade knee osteoarthritis with diagnostic accuracy comparable to highly experienced human readers.
Authors
- Jaakko Niinimäki (ORCID: https://orcid.org/0000-0002-5591-3726)
- Tuukka Niinimäki
- Elias Vaattovaara (ORCID: https://orcid.org/0000-0001-6645-0379)
- Egor Panfilov (ORCID: https://orcid.org/0000-0002-2500-6375)
- Aleksei Tiulpin (ORCID: https://orcid.org/0000-0002-7852-4141)
- Mika Nevalainen (ORCID: https://orcid.org/0000-0002-9483-7690)
- Simo Saarakkala (ORCID: https://orcid.org/0000-0003-2850-5484)
Institutions
- Oulu University Hospital (FI)
- University of Oulu (FI)
Publication Details
- Journal
- Osteoarthritis and Cartilage Open
- Published
- 2025-02-07
- DOI
- https://doi.org/10.1016/j.ocarto.2025.100580
- Citations
- 15
- Primary Topic
- Osteoarthritis Treatment and Mechanisms
- Type
- article
- Field-Weighted Citation Impact
- 25.02