Leveraging spatial dependencies and multi-scale features for automated knee injury detection on MRI diagnosis

BackgroundThe application of deep learning techniques in medical image analysis has shown great potential in assisting clinical diagnosis. This study focuses on the development and evaluation of deep learning models for the classification of knee joint injuries using Magnetic Resonance Imaging (MRI)...

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Bibliographic Details
Main Authors: Jianhua Sun, Ye Cao, Ying Zhou, Baoqiao Qi
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2025.1590962/full
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