Deep learning for early detection of pathological changes in X-ray bone microstructures: case of osteoarthritis

Abstract Texture features are designed to quantitatively evaluate patterns of spatial distribution of image pixels for purposes of image analysis and interpretation. Unexplained variations in the texture patterns often lead to misinterpretation and undesirable consequences in medical image analysis....

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Bibliographic Details
Main Authors: Livija Jakaite, Vitaly Schetinin, Jiří Hladůvka, Sergey Minaev, Aziz Ambia, Wojtek Krzanowski
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-81786-4