Involved in multiple projects in medical image analysis and has research outputs in the fields of computer vision and artificial intelligence.
Research Experience
Currently a member of the Biomedical Imaging team at Microsoft Research Health Futures, based in Cambridge, UK. Previous research work covered various applications in medical image analysis.
Education
Completed MRes and PhD work in machine learning for medical imaging at Imperial College London; graduated from École Centrale Paris (Dipl. Ing.) and PUC-Rio (BSc).
Background
A machine learning researcher focused on deep learning applications in medical image analysis, including chest radiography, computational pathology, and neuroimaging. Particularly interested in the integration of multimodal data sources. Emphasizes combining methodological rigor, domain knowledge, and interdisciplinary collaboration to ensure the reliability of machine-learning models in healthcare.