Éderson Antônio Gomes Dorileo

I hold a PhD in the domain of Medical Robotics ( University of Montpellier, France ). As such, I've been engaged to the research and development of methods to increase safety and accuracy of image-guided procedures such as, diagnosis (biopsies) and therapies (tumor ablations, drainage and drug delivery). Early in my carrier, I decided to lead research that would assure outstanding practice within academia and industry. Going from Computer Vision / Machine Learning industry in Sao Paulo to the scientific labs in France (Robotics) was also part of being exposed to a different culture, working with professionals from different countries, under multidisciplinary research environment. My Master degree (University of Sao Paulo - USP, Brazil) was focused on studies of Image Analysis / Pattern Recognition techniques. We aimed to reduce semantic gap in the analysis of photographic images of Dermatological ulcers. Content-Based Image Retrieval (CBIR) concept was used to provide automatic indexation of images database based on descriptors of intrinsic features as texture and color of the images. My main research work and interests have been related to: Domain of Interest: Biomedical Informatics; Medical Image Analysis; Machine Learning; Interventional Robotics and Computer-Assisted Surgery. Specialties: Computer Vision, Pattern Recognition, Computer-Based Image Retrieval (CBIR), Predictive Modeling. (Source: Lattes Curriculum)