About Me
Giulio is Assistant Professor of Medical Imaging for Robotics in the RaM Lab.
His research interests and expertise are in medical imaging and robotics for medical applications. Giulio, closely working with clinicians, aims to develop novel technologies to improve the current medical procedures, including enhanced treatment and diagnosis. His overall objective is providing as much information and support to the surgical team to produce better outcomes, and improve the quality of life of patients.
Giulio received a MSc in Biomedical Engineering in 2007 at the University of Genoa, Italy. He graduated with a PhD in Medical Robotics from the Italian Institute of Technology in 2013, with a dissertation on new technologies for robot-assisted laser microsurgery.
Giulio was postdoc in the Bristol Robotics Laboratory, Bristol, UK (2013-2017) working on robot-assisted fracture surgery (RAFS). In 2017, Giulio joined the Hamlyn Centre, Imperial College London, UK where he and his team developed an MR-safe robotic platform for endovascular intervention.Expertise
Engineering & Materials Science
# Catheters
# Imaging Techniques
# Lasers
# Medical Robotics
# Robotics
# Robots
# Surgery
Medicine & Life Sciences
# Robotics
Organisations
Publications
Recent
Dagnino, G., Kundrat, D., Kwok, T. M. Y., Abdelaziz, M. E. M. K., Chi, W., Nguyen, A., Riga, C., & Yang, G-Z. (2022).
In-vivo Validation of a Novel Robotic Platform for Endovascular Intervention.
IEEE transactions on biomedical engineering, 1-9.
https://doi.org/10.1109/TBME.2022.3227734
Gao, A., Murphy, R. R., Chen, W.
, Dagnino, G., Fischer, P., Gutierrez, M. G., Kundrat, D., Nelson, B. J., Shamsudhin, N., Su, H., Xia, J., Zemmar, A., Zhang, D., Wang, C., & Yang, G. (2021).
Progress in robotics for combating infectious diseases.
Science Robotics,
6(52), [eabf1462].
https://doi.org/10.1126/scirobotics.abf1462
Kundrat, D.
, Dagnino, G., Kwok, T. M. Y., Abdelaziz, M. E. M. K., Chi, W., Nguyen, A., Riga, C., & Yang, G-Z. (2021).
An MR-Safe Endovascular Robotic Platform: Design, Control, and Ex-Vivo Evaluation.
IEEE transactions on biomedical engineering,
68(10), 3110-3121.
https://doi.org/10.1109/TBME.2021.3065146
Chi, W.
, Dagnino, G., Kwok, T. M. Y., Nguyen, A., Kundrat, D., Abdelaziz, M. E. M. K., Riga, C., Bicknell, C., & Yang, G. (2020).
Collaborative Robot-Assisted Endovascular Catheterization with Generative Adversarial Imitation Learning. In
2020 IEEE International Conference on Robotics and Automation (ICRA) (pp. 2414-2420). IEEE.
https://doi.org/10.1109/ICRA40945.2020.9196912
Nguyen, A., Kundrat, D.
, Dagnino, G., Chi, W., Abdelaziz, M. E. M. K., Guo, Y., Ma, Y., Kwok, T. M. Y., Riga, C., & Yang, G. (2020).
End-to-End Real-time Catheter Segmentation with Optical Flow-Guided Warping during Endovascular Intervention. In
2020 IEEE International Conference on Robotics and Automation (ICRA) (pp. 9967-9973). IEEE.
https://doi.org/10.1109/ICRA40945.2020.9197307
Abdelaziz, M. E. M. K., Kundrat, D., Pupillo, M., Kwok, T. M. Y., Chi, W.
, Groenhuis, V.
, Siepel, F. J., Riga, C.
, Stramigioli, S., Yang, G-Z.
, & Dagnino, G. (2020).
Toward a Versatile Robotic Platform for Fluoroscopy and MRI-Guided Endovascular Interventions: A Pre-Clinical Study. In
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (pp. 5411-5418). [8968237] IEEE.
https://doi.org/10.1109/IROS40897.2019.8968237
Dagnino, G., Liu, J., Abdelaziz, M. E. M. K., Chi, W., Riga, C., & Yang, G. (2019).
Haptic Feedback and Dynamic Active Constraints for Robot-Assisted Endovascular Catheterization. In
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (pp. 1770-1775). IEEE.
https://doi.org/10.1109/IROS.2018.8593628
Troccaz, J.
, Dagnino, G., & Yang, G-Z. (2019).
Frontiers of Medical Robotics: From Concept to Systems to Clinical Translation.
Annual review of biomedical engineering,
21, 193-218.
https://doi.org/10.1146/annurev-bioeng-060418-052502
Georgilas, I.
, Dagnino, G., Martins, B. A., Tarassoli, P., Morad, S., Georgilas, K., Koehler, P., Atkins, R., & Dogramadzi, S. (2019).
Design and Evaluation of a Percutaneous Fragment Manipulation Device for Minimally Invasive Fracture Surgery.
Frontiers in robotics and AI,
6, [103].
https://doi.org/10.3389/frobt.2019.00103
Molinero, M. B.
, Dagnino, G., Liu, J., Chi, W., Abdelaziz, M. E. M. K., Kwok, T. M. Y., Riga, C., & Yang, G. Z. (2019).
Haptic Guidance for Robot-Assisted Endovascular Procedures: Implementation and Evaluation on Surgical Simulator. In
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019 (pp. 5398-5403). [8967712] IEEE.
https://doi.org/10.1109/IROS40897.2019.8967712
Dogramadzi, S., Georgilas, I.
, & Dagnino, G. (2018).
Apparatus for performing fracture reduction. (Patent No.
EP3328306).
Georgilas, I.
, Dagnino, G., Tarassoli, P., Atkins, R., & Dogramadzi, S. (2018).
Robot-Assisted Fracture Surgery: Surgical Requirements and System Design.
Annals of biomedical engineering,
46(10), 1637-1649.
https://doi.org/10.1007/s10439-018-2005-y
Chi, W., Liu, J., Abdelaziz, M. E. M. K.
, Dagnino, G., Riga, C., Bicknell, C., & Yang, G-Z. (2018).
Trajectory Optimization of Robot-Assisted Endovascular Catheterization with Reinforcement Learning. In
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (pp. 3875-3881)
https://doi.org/10.1109/IROS.2018.8593421
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Courses Academic Year 2022/2023
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
Courses Academic Year 2021/2022
Contact Details
Visiting Address
University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Carré
(building no. 15), room C3607
Hallenweg 23
7522NH Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Carré
C3607
P.O. Box 217
7500 AE Enschede
The Netherlands