Blanca Rodriguez-Gonzalez

ORCID: 0009-0007-0982-1293
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About
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Research Areas
  • Generative Adversarial Networks and Image Synthesis
  • Cell Image Analysis Techniques
  • Radiomics and Machine Learning in Medical Imaging

Universidad Rey Juan Carlos
2024

In the field of knee imaging, incorporation MR-based pseudo-CT synthesis holds potential to mitigate need for separate CT scans, simplifying workflows, enhancing patient comfort, and reducing radiation exposure. this work, we present a novel DL framework, grounded in development Cycle-Consistent Generative Adversarial Network (CycleGAN) method, tailored specifically images imaging surmount limitations current methods. Upon visually examining outcomes, it is evident that synthesized...

10.3390/app14114655 article EN cc-by Applied Sciences 2024-05-28
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