CAI4CAI presenters at MICCAI 2021

CAI4CAI will be presenting their work at MICCAI 2021, the 24th International Conference on Medical Image Computing and Computer Assisted Intervention, held from 27 September to 1 October 2021 as a virtual event.

MICCAI 2021 runs 27 September 2021 to 1 October 2021.

Reuben Dorent will be presenting at the main conference on “Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation”:


Lucas Fidon will be presenting at the main conference on “Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation”:

Lucas will also be presenting at the PIPPI workshop on “Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI”:

He will also be presenting his contribution to the FeTA challenge with “Partial supervision for the FeTA challenge 2021”:


Helena Williams will be presenting at the main conference on “Interactive segmentation via deep learning and B-spline explicit active surfaces”:


Peichao Li will be presenting at the AE-CAI worksop on “Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction”:


Martin Huber will be presenting at the AE-CAI worksop on “Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction”:


Reuben Dorent, Aaron Kujawa, Samuel Joutard, Jonathan Shapey and Tom Vercauteren will be running the CrossMoDA challenge with a keynote presentation by Jonathan.


Michael Ebner and Tom Vercauteren will be participating to the MICCAI Student Board Academia & Industry Event with Michael representing Hypervision Surgical:


We are all looking forward to interacting with the MICCAI community!

Tom Vercauteren
Tom Vercauteren
Professor of Interventional Image Computing

Tom’s research interests include machine learning and computer assisted interventions

Reuben Dorent
Reuben Dorent
PhD Student

Reuben is a PhD student supervised by Prof. Tom Vercauteren and Prof. Sebastien Ourselin. Reuben’s research focuses on collaborative learning of joint tasks from various medical centres with different local resources.

Lucas Fidon
Lucas Fidon
PhD Student

Lucas is a researcher developing robust deep learning methods for reliable medical image segmentation.

Peichao Li
Peichao Li
PhD Student

Peichao is a PhD student supervised by Prof. Tom Vercauteren and Mr. Jonathan Shapey.

Helena Williams
Helena Williams
PhD Student

Helena is a PhD student supervised by Prof. Jan D’hooge (KU Leuven), Prof. Jan Deprest (KU Leuven) and Prof. Tom Vercauteren (King’s College London). Helena’s research focuses on automating the current pelvic floor disorder assessment workflow with deep learning.

Martin Huber
Martin Huber
PhD Student

Martin is a PhD Student with research interests in automatic surgical procedures

Jonathan Shapey
Jonathan Shapey
Clinical Academic and Consultant Neurosurgeon

Jonathan’s academic interest focuses on the application of medical technology and artificial intelligence to neurosurgery.

Samuel Joutard
Samuel Joutard
PhD Student

Samuel is a PhD student supervised by Dr. Marc Modat and Prof. Tom Vercauteren. His research focuses on learning based registration with a special focus on tasks involving long range complex deformations.

Aaron Kujawa
Aaron Kujawa
Research Associate

Aaron is a Research Associate working on the automatic segmentation of Vestibular Schwannoma.

Michael Ebner
Michael Ebner
CEO and co-founder, Hypervision Surgical

Michael is an entrepreneur and a scientist focusing on the development of computational hyperspectral imaging for real-time surgical guidance to improve surgical precision and patient safety.

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