Impact of Initialization on Intra-subject Pediatric Brain MR Image Registration: A Comparative Analysis between SyN ANTs and Deep Learning-Based Approaches

Autor: Dimitrijevic, Andjela, Noblet, Vincent, De Leener, Benjamin

Publikováno v: Machine.Learning.for.Biomedical.Imaging. 2 (2024)

This study evaluates the performance of conventional SyN ANTs and learning-based registration methods in the context of pediatric neuroimaging, specifically focusing on intrasubject deformable registration. The comparison involves three approaches: w

Externí odkaz: http://arxiv.org/abs/2406.19943

Medical Image Registration Using Deep Learning Techniques Applied to Pediatric Magnetic Resonance Imaging (MRI) Brain Scans

Autor: Dimitrijevic, Andjela, Noblet, Vincent, de Leener, Benjamin

Publikováno v: Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (ISMRM)
Joint annual meeting ISMRM-ESMRMB-ISMRT 31st annual meeting, 07-12-May 2022, London, UK
Joint annual meeting ISMRM-ESMRMB-ISMRT 31st annual meeting, 07-12-May 2022, London, UK, May 2022, Londres, United Kingdom

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______165::e58c3f60871f835813e43e5fc35e0752
https://hal.science/hal-03797741