Medical Imaging Framework.pdf

Thesis_descritption-subject-final-version-11May2023_Beghdadi_et_co.pdf
Preview of Medical Imaging Framework
🔗 Source: www-l2ti.univ-paris13.fr
📊 Size: 132 KB
👤 Author: Sid Ahmed
⬇️ Downloads: 256

Summary

We are witnessing a proliferation of deep learning-based solutions in medical imaging technologies, with most current algorithms based on Deep Neural Networks (DNNs) that assume pristine input images. However, medical imaging systems can affect image quality, reducing feature visibility and diagnosis accuracy. This research aims to develop efficient solutions for high-quality image generation, combining perceptual approaches with deep learning techniques, with applications in low-dose imaging enhancement and tumor identification for image-guided radiotherapy. The project will address three research questions: developing new DL-based methods for high-quality image acquisition, automatically identifying malignant lesions, and measuring image quality using diagnostic-oriented metrics.

Description

We are witnessing a proliferation of deep learning-based solutions in medical imaging technologies, with most current algorithms based on Deep Neural Networks...

Technical Information

  • File Format: PDF
  • File Size: 132 KB
  • Pages: 1
  • Language: EN
  • Author: Sid Ahmed
  • Total Downloads: 256
  • Last Updated: 15 hours ago

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