Computer Aided Diagnosis of X-ray Imaging 

My research aims to facilitate the identification of pathologies on chest and orthopaedic X-ray images. I focus on the employment of deep learning techniques to solve challenges concerning object detection and semantic segmentation. 

"We are seeing a shift from systems that are completely designed by humans to systems that are trained by computers, where deep learning has become the standard of medical image analysis."

Research Interests 
  • Self-supervised learning
  • Landmark localisation
  • Image segmentation
  • 2019 Master of Science in Biomedical Engineering. Vrije Universiteit Brussel
  • 2015 Bachelor in Biomedical Engineering. National Polytechnic Institute of Mexico.