Automating three-dimensional osteoarthritis histopathological grading of human osteochondral tissue using machine learning on contrast-enhanced micro-computed tomography

S.J.O. Rytky; Aleksei Tiulpin; Tuomas Frondelius; Mikko Finnilä; Sakari S. Karhula; J. Leino; Kenneth P. H. Pritzker; Maarit Valkealahti; Petri Lehenkari; Antti Joukainen; Heikki Kröger; Heikki J. Nieminen; Simo Saarakkala

doi:10.1016/j.joca.2020.05.002

JOURNAL ARTICLE

Automating three-dimensional osteoarthritis histopathological grading of human osteochondral tissue using machine learning on contrast-enhanced micro-computed tomography

S.J.O. Rytky Aleksei Tiulpin Tuomas Frondelius Mikko Finnilä Sakari S. Karhula J. Leino Kenneth P. H. Pritzker Maarit Valkealahti Petri Lehenkari Antti Joukainen Heikki Kröger Heikki J. Nieminen Simo Saarakkala

Year: 2020 Journal: Osteoarthritis and Cartilage Vol: 28 (8)Pages: 1133-1144 Publisher: Elsevier BV

DOI: 10.1016/j.joca.2020.05.002

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Keywords:

Osteoarthritis Grading (engineering) Computed tomography Contrast (vision) Medicine Biomedical engineering Radiology Nuclear medicine Computer science Artificial intelligence Pathology Engineering

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Topics

Osteoarthritis Treatment and Mechanisms

Health Sciences → Medicine → Rheumatology

Medical Imaging and Analysis

Physical Sciences → Engineering → Biomedical Engineering

Radiomics and Machine Learning in Medical Imaging

Health Sciences → Medicine → Radiology, Nuclear Medicine and Imaging

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