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Simo Saarakkala, Ph.D.
Tytuł
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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
5012018
Biomechanical properties of knee articular cartilage
MS Laasanen, J Töyräs, RK Korhonen, J Rieppo, S Saarakkala, ...
Biorheology 40 (1-3), 133-140, 2003
3092003
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
3002010
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
2412012
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
2362004
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
1952019
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
1862002
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
1772006
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
1622003
Recent advances in understanding the phenotypes of osteoarthritis
A Mobasheri, S Saarakkala, M Finnilä, MA Karsdal, AC Bay-Jensen, ...
F1000Research 8, 2019
1522019
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
1512012
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
1292004
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
1252020
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
1252017
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
1202019
Subchondral bone histology and grading in osteoarthritis
OM Aho, M Finnilä, J Thevenot, S Saarakkala, P Lehenkari
PloS one 12 (3), e0173726, 2017
1162017
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
1152016
Automatic grading of individual knee osteoarthritis features in plain radiographs using deep convolutional neural networks
A Tiulpin, S Saarakkala
Diagnostics 10 (11), 932, 2020
1132020
Ability of ultrasound backscattering to predict mechanical properties of bovine trabecular bone
MA Hakulinen, J Töyräs, S Saarakkala, J Hirvonen, H Kröger, JS Jurvelin
Ultrasound in medicine & biology 30 (7), 919-927, 2004
1112004
Ultrasound indentation of normal and spontaneously degenerated bovine articular cartilage
S Saarakkala, MS Laasanen, JS Jurvelin, K Törrönen, MJ Lammi, ...
Osteoarthritis and Cartilage 11 (9), 697-705, 2003
1102003
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