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

Objective: To develop and validate a machine learning (ML) approach for automatic three-dimensional (3D) histopathological grading of osteochondral samples imaged with contrast-enhanced micro-computed tomography (CEμCT).Design: A total of 79 osteochondral cores from 24 total knee arthroplasty patien...

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Bibliographic Details
Published in:Osteoarthritis & Cartilage Vol. 28; no. 8; pp. 1133 - 1145
Main 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.
Format: research Journal Article
Published: Elsevier B.V. Aug2020
Online Access:View this record in EBSCOhost