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Deep learning based detection of osteophytes in radiographs and magnetic resonance imagings of the knee using 2D and 3D morphology.
J Orthop Res. 2024 Feb 7. doi: 10.1002/jor.25800. Online ahead of print.
J Orthop Res. 2024.
PMID: 38323840
Semiautomatic Assessment of Facet Tropism From Lumbar Spine MRI Using Deep Learning: A Northern Finland Birth Cohort Study.
Kowlagi N, Kemppainen A, Panfilov E, McSweeney T, Saarakkala S, Nevalainen M, Niinimäki J, Karppinen J, Tiulpin A.
Kowlagi N, et al. Among authors: panfilov e.
Spine (Phila Pa 1976). 2024 May 1;49(9):630-639. doi: 10.1097/BRS.0000000000004909. Epub 2023 Dec 18.
Spine (Phila Pa 1976). 2024.
PMID: 38105615
Free PMC article.
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The KNee OsteoArthritis Prediction (KNOAP2020) challenge: An image analysis challenge to predict incident symptomatic radiographic knee osteoarthritis from MRI and X-ray images.
Hirvasniemi J, Runhaar J, van der Heijden RA, Zokaeinikoo M, Yang M, Li X, Tan J, Rajamohan HR, Zhou Y, Deniz CM, Caliva F, Iriondo C, Lee JJ, Liu F, Martinez AM, Namiri N, Pedoia V, Panfilov E, Bayramoglu N, Nguyen HH, Nieminen MT, Saarakkala S, Tiulpin A, Lin E, Li A, Li V, Dam EB, Chaudhari AS, Kijowski R, Bierma-Zeinstra S, Oei EHG, Klein S.
Hirvasniemi J, et al. Among authors: panfilov e.
Osteoarthritis Cartilage. 2023 Jan;31(1):115-125. doi: 10.1016/j.joca.2022.10.001. Epub 2022 Oct 12.
Osteoarthritis Cartilage. 2023.
PMID: 36243308
Free PMC article.
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Predicting osteoarthritis onset and progression with 3D texture analysis of cartilage MRI DESS: 6-Year data from osteoarthritis initiative.
Väärälä A, Casula V, Peuna A, Panfilov E, Mobasheri A, Haapea M, Lammentausta E, Nieminen MT.
Väärälä A, et al. Among authors: panfilov e.
J Orthop Res. 2022 Nov;40(11):2597-2608. doi: 10.1002/jor.25293. Epub 2022 Feb 13.
J Orthop Res. 2022.
PMID: 35152476
Free PMC article.
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Deep learning-based segmentation of knee MRI for fully automatic subregional morphological assessment of cartilage tissues: Data from the Osteoarthritis Initiative.
Panfilov E, Tiulpin A, Nieminen MT, Saarakkala S, Casula V.
Panfilov E, et al.
J Orthop Res. 2022 May;40(5):1113-1124. doi: 10.1002/jor.25150. Epub 2021 Aug 6.
J Orthop Res. 2022.
PMID: 34324223
Free article.
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Automated analysis of rabbit knee calcified cartilage morphology using micro-computed tomography and deep learning.
Rytky SJO, Huang L, Tanska P, Tiulpin A, Panfilov E, Herzog W, Korhonen RK, Saarakkala S, Finnilä MAJ.
Rytky SJO, et al. Among authors: panfilov e.
J Anat. 2021 Aug;239(2):251-263. doi: 10.1111/joa.13435. Epub 2021 Mar 29.
J Anat. 2021.
PMID: 33782948
Free PMC article.
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