Javier Perez de Frutos
Research Scientist
- Unit:
- SINTEF Digital
- Department:
- Health Research
- Office:
- Trondheim
Tech enthusiast. Keen on working in mechatronics and machine learning applied to med. tech.
Education
2009-2014: Industrial engineering degree, Polytechnic University of Madrid, Spain
2014-2016: Automation and Robotics MSc, Polytechnic University of Madrid, Spain
2017-currently: PhD on Computer Science, NTNU, Trondheim, Norway
Competence and research areas
- Machine Learning, Artificial Intelligence, Deep Learning
- Robotics
- Surgical navigation
- Medical image analysis, segmentation and registration
- Front- (HTML, CSS, JS) and Backend (MySQL, Django, Pyramid)
👨💻 GitHub: https://github.com/jpdefrutos
https://www.linkedin.com/in/jpdefrutos
ResearchGate
https://www.researchgate.net/profile/Javier-Perez-De-Frutos
ORCID
Highlighted publications
- Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generation
- FastPathology: An open-source platform for deep learning-based research and decision support in digital pathology Read publication
- Laboratory test of Single Landmark registration method for ultrasound-based navigation in laparoscopy using an open-source platform Read publication
- Assessment and comparison of target registration accuracy in surgical instrument tracking technologies Read publication
- Influence of sampling accuracy on augmented reality for laparoscopic image-guided surgery Read publication
Contact info
Visiting address:
Professor Brochs gate 2
Trondheim