A multi-organ point cloud registration algorithm for abdominal CT registration

no code implementations • 15 Mar 2022 • Samuel Joutard, Thomas Pheiffer, Chloe Audigier, Patrick Wohlfahrt, Reuben Dorent, Sebastien Piat, Tom Vercauteren, Marc Modat, Tommaso Mansi

Registering CT images of the chest is a crucial step for several tasks such as disease progression tracking or surgical planning.

Point Cloud Registration Segmentation

Neural Network Cost Landscapes as Quantum States

no code implementations • ICLR 2019 • Abdulah Fawaz, Sebastien Piat, Paul Klein, Peter Mountney, Simone Severini

We search this meta-loss landscape with the same method to simultaneously train and design a binary neural network.

Dilated FCN for Multi-Agent 2D/3D Medical Image Registration

no code implementations • 22 Nov 2017 • Shun Miao, Sebastien Piat, Peter Fischer, Ahmet Tuysuzoglu, Philip Mewes, Tommaso Mansi, Rui Liao

Second, to handle various artifacts in 2D X-ray images, multiple local agents are employed efficiently via FCN-based structures, and an auto attention mechanism is proposed to favor the proposals from regions with more reliable visual cues.

Image Registration Medical Image Registration