1. Acoustic emissions and kinetic instability as new clinical biomarkers to noninvasively assess knee osteoarthritis. (April 2018) Authors: Tiulpin, A.; Thevenot, J.; Hirvasniemi, J.; Niinimäki, J.; Saarakkala, S. Journal: Osteoarthritis and cartilage Issue: Volume 26(2018)Supplement 1 Page Start: S40 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Adaptive segmentation of knee radiographs for selecting the optimal ROI in texture analysis. Issue 7 (July 2020) Authors: Bayramoglu, N.; Tiulpin, A.; Hirvasniemi, J.; Nieminen, M.T.; Saarakkala, S. Journal: Osteoarthritis and cartilage Issue: Volume 28:Issue 7(2020) Page Start: 941 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Automatic assessment of morphological changes in knee cartilage using deep learning. Issue 1 (April 2020) Authors: Panfilov, E.; Tiulpin, A.; Saarakkala, S.; Nieminen, M.T.; Casula, V. Journal: Osteoarthritis and cartilage Issue: Volume 28:Issue 1(2020)supplement Page Start: S309 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Automatic grading of individual knee osteoarthritis features in plain radiographs using deep convolutional neural networks. Issue 1 (April 2020) Authors: Tiulpin, A.; Saarakkala, S. Journal: Osteoarthritis and cartilage Issue: Volume 28:Issue 1(2020)supplement Page Start: S308 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Automatic knee cartilage and menisci segmentation from 3D-DESS MRI using deep semi-supervised learning. (April 2019) Authors: Panfilov, E.; Tiulpin, A.; Juntunen, M.; Casula, V.; Nieminen, M.; Saarakkala, S. Journal: Osteoarthritis and cartilage Issue: Volume 27(2019)Supplement 1 Page Start: S390 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Automatic knee osteoarthritis severity assessment from plain radiographs with limited data. Issue 1 (April 2020) Authors: Nguyen, H.H.; Saarakkala, S.; Tiulpin, A. Journal: Osteoarthritis and cartilage Issue: Volume 28:Issue 1(2020)supplement Page Start: S314 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Automating three-dimensional osteoarthritis histopathological grading of human osteochondral tissue using machine learning on contrast-enhanced micro-computed tomography. Issue 8 (August 2020) Authors: Rytky, S.J.O.; Tiulpin, A.; Frondelius, T.; Finnilä, M.A.J.; Karhula, S.S.; Leino, J.; Pritzker, K.P.H.; Valkealahti, M.; Lehenkari, P.; Joukainen, A.; Kröger, H.; Nieminen, H.J.; Saarakkala, S. Journal: Osteoarthritis and cartilage Issue: Volume 28:Issue 8(2020) Page Start: 1133 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Deep learning predicts knee osteoarthritis progression from plain radiographs. (April 2019) Authors: Tiulpin, A.; Klein, S.; Bierma-Zeinstra, S.; Thevenot, J.; van Meurs, J.; Oei, E.; Saarakkala, S. Journal: Osteoarthritis and cartilage Issue: Volume 27(2019)Supplement 1 Page Start: S397 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Deep learning-based segmentation from histology allows for automated quantification of calcified cartilage morphology in a rabbit model of post-traumatic osteoarthritis. Issue 1 (April 2020) Authors: Rytky, S.J.; Huang, L.; Tiulpin, A.; Tanska, P.; Herzog, W.; Korhonen, R.K.; Saarakkala, S.J.; Finnilä, M.A. Journal: Osteoarthritis and cartilage Issue: Volume 28:Issue 1(2020)supplement Page Start: S310 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Deep semi-supervised learning for knee osteoarthritis severity assessment from plain radiographs. Issue 1 (April 2020) Authors: Nguyen, H.H.; Saarakkala, S.; Tiulpin, A. Journal: Osteoarthritis and cartilage Issue: Volume 28:Issue 1(2020)supplement Page Start: S311 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗