Yubang Xu

ORCID: 0000-0002-1430-0747
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About
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Research Areas
  • Advanced Computing and Algorithms
  • Brain Tumor Detection and Classification
  • Medical Image Segmentation Techniques

Qufu Normal University
2022

Deep-learning methods (especially convolutional neural networks) using magnetic resonance imaging (MRI) data have been successfully applied to computer-aided diagnosis of Parkinson's Disease (PD). Early detection and prior care may help patients improve their quality life, although this neurodegenerative disease has no known cure. In study, we propose a FResnet18 model classify MRI images PD Health Control (HC) by fusing image texture features with deep features. First, Local Binary Pattern...

10.1002/int.23046 article EN International Journal of Intelligent Systems 2022-09-02
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