1 code implementation • 16 Feb 2024 • Georgios Andreadis, Tanja Alderliesten, Peter A. N. Bosman
In addition, we propose a new way to model overlapping dependencies in conditional linkage models to maximize the joint sampling of fully interdependent groups of variables.
no code implementations • 30 Jan 2024 • Georgios Andreadis, Joas I. Mulder, Anton Bouter, Peter A. N. Bosman, Tanja Alderliesten
Although both models have been investigated in detail, a direct comparison has not yet been made, since the models are optimized using very different optimization methods in practice.
no code implementations • 8 Mar 2023 • Georgios Andreadis, Peter A. N. Bosman, Tanja Alderliesten
A recent multi-objective approach that uses the Multi-Objective Real-Valued Gene-pool Optimal Mixing Evolutionary Algorithm (MO-RV-GOMEA) and a dual-dynamic mesh transformation model has shown promise, exposing the trade-offs inherent to image registration problems and modeling large deformations in 2D.
no code implementations • 22 Feb 2022 • Georgios Andreadis, Peter A. N. Bosman, Tanja Alderliesten
Concordantly, this work introduces the first method for multi-objective 3D deformable image registration, using a 3D dual-dynamic grid transformation model based on simplex meshes while still supporting the incorporation of annotated guidance information and multi-resolution schemes.