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x-ray-images

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The aim of this study is automatic semantic segmentation in one-shot panoramic x-ray image by using deep learning method with U-Net Model and binary image analysis in order to provide diagnostic information for the management of dental disorders, diseases, and conditions.

  • Updated Apr 11, 2023
  • Jupyter Notebook

本项目实现了一个基于深度学习的胸部X线图像肺炎分类系统,用于自动识别儿科患者的胸部X线图像中是否存在肺炎(正常/肺炎)。系统采用了多种先进的深度学习模型,包括ResNet50、EfficientNet、Vision Transformer (ViT)和Swin Transformer,并支持模型集成。

  • Updated Apr 17, 2025
  • Python

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