Javier Pérez de Frutos
Research Scientist
- Unit:
- SINTEF Digital
- Department:
- Health Research
- Office:
- Trondheim
Tech enthusiast. Keen on working in mechatronics and machine learning applied to medical images and medical technology. Hands on experience on image processing and registration, artificial intelligence (TensorFlow and PyTorch), surgical navigation, and robotics.
Education
2009-2014: Industrial engineering degree, Polytechnic University of Madrid, Spain
2014-2016: Automation and Robotics MSc, Polytechnic University of Madrid, Spain
2017-2023: PhD on Data technology and informatic, 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 Read publication
- 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