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."
- 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.