Automatic knee osteoarthritis diagnosis from plain radiographs: a deep learning-based approach A Tiulpin, J Thevenot, E Rahtu, P Lehenkari, S Saarakkala Scientific reports 8 (1), 1727, 2018 | 575 | 2018 |
Biomechanical properties of knee articular cartilage MS Laasanen, J Töyräs, RK Korhonen, J Rieppo, S Saarakkala, ... Biorheology 40 (1-3), 133-140, 2003 | 315 | 2003 |
Depth-wise progression of osteoarthritis in human articular cartilage: investigation of composition, structure and biomechanics S Saarakkala, P Julkunen, P Kiviranta, J Mäkitalo, JS Jurvelin, ... Osteoarthritis and Cartilage 18 (1), 73-81, 2010 | 313 | 2010 |
Application of second derivative spectroscopy for increasing molecular specificity of fourier transform infrared spectroscopic imaging of articular cartilage L Rieppo, S Saarakkala, T Närhi, HJ Helminen, JS Jurvelin, J Rieppo Osteoarthritis and cartilage 20 (5), 451-459, 2012 | 259 | 2012 |
Proteoglycan and collagen sensitive MRI evaluation of normal and degenerated articular cartilage MJ Nissi, J Töyräs, MS Laasanen, J Rieppo, S Saarakkala, ... Journal of Orthopaedic Research 22 (3), 557-564, 2004 | 237 | 2004 |
Multimodal machine learning-based knee osteoarthritis progression prediction from plain radiographs and clinical data A Tiulpin, S Klein, SMA Bierma-Zeinstra, J Thevenot, E Rahtu, J Meurs, ... Scientific reports 9 (1), 20038, 2019 | 223 | 2019 |
Novel mechano-acoustic technique and instrument for diagnosis of cartilage degeneration MS Laasanen, J Töyräs, J Hirvonen, S Saarakkala, RK Korhonen, ... Physiological measurement 23 (3), 491, 2002 | 185 | 2002 |
Recent advances in understanding the phenotypes of osteoarthritis A Mobasheri, S Saarakkala, M Finnilä, MA Karsdal, AC Bay-Jensen, ... F1000Research 8, 2019 | 180 | 2019 |
Power Doppler ultrasonography and synovitis: correlating ultrasound imaging with histopathological findings and evaluating the performance of ultrasound equipments JM Koski, S Saarakkala, M Helle, U Hakulinen, JO Heikkinen, ... Annals of the rheumatic diseases 65 (12), 1590-1595, 2006 | 178 | 2006 |
Speed of sound in normal and degenerated bovine articular cartilage J Töyräs, MS Laasanen, S Saarakkala, MJ Lammi, J Rieppo, J Kurkijärvi, ... Ultrasound in medicine & biology 29 (3), 447-454, 2003 | 163 | 2003 |
Diagnostic performance of knee ultrasonography for detecting degenerative changes of articular cartilage S Saarakkala, P Waris, V Waris, I Tarkiainen, E Karvanen, J Aarnio, ... Osteoarthritis and Cartilage 20 (5), 376-381, 2012 | 159 | 2012 |
State of the art: imaging of osteoarthritis—revisited 2020 FW Roemer, S Demehri, P Omoumi, TM Link, R Kijowski, S Saarakkala, ... Radiology 296 (1), 5-21, 2020 | 151 | 2020 |
Automatic grading of individual knee osteoarthritis features in plain radiographs using deep convolutional neural networks A Tiulpin, S Saarakkala Diagnostics 10 (11), 932, 2020 | 138 | 2020 |
WS2 and MoS2 thin film gas sensors with high response to NH3 in air at low temperature T Järvinen, GS Lorite, J Peräntie, G Toth, S Saarakkala, VK Virtanen, ... Nanotechnology 30 (40), 405501, 2019 | 135 | 2019 |
Ultrasonic quantitation of superficial degradation of articular cartilage S Saarakkala, J Töyräs, J Hirvonen, MS Laasanen, R Lappalainen, ... Ultrasound in medicine & biology 30 (6), 783-792, 2004 | 132 | 2004 |
Association between subchondral bone structure and osteoarthritis histopathological grade MAJ Finnilä, J Thevenot, OM Aho, V Tiitu, J Rautiainen, S Kauppinen, ... Journal of Orthopaedic Research 35 (4), 785-792, 2017 | 131 | 2017 |
Comparison of diagnostic performance of semi-quantitative knee ultrasound and knee radiography with MRI: Oulu knee osteoarthritis study J Podlipská, A Guermazi, P Lehenkari, J Niinimäki, FW Roemer, ... Scientific reports 6 (1), 22365, 2016 | 127 | 2016 |
Subchondral bone histology and grading in osteoarthritis OM Aho, M Finnilä, J Thevenot, S Saarakkala, P Lehenkari PloS one 12 (3), e0173726, 2017 | 125 | 2017 |
Comparison of nonlinear mechanical properties of bovine articular cartilage and meniscus EK Danso, JTJ Honkanen, S Saarakkala, RK Korhonen Journal of biomechanics 47 (1), 200-206, 2014 | 113 | 2014 |
Improving robustness of deep learning based knee mri segmentation: Mixup and adversarial domain adaptation E Panfilov, A Tiulpin, S Klein, MT Nieminen, S Saarakkala Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 112 | 2019 |