Anatomical Plausibility in Deformable Image Registration Using Bayesian Optimization for Brain MRI Analysis

Anatomical Plausibility in Deformable Image Registration Using Bayesian Optimization for Brain MRI Analysis

Deformable image registration plays a crucial role in medical imaging by aligning anatomical structures across multiple datasets, which is essential for accurate diagnosis and treatment planning. However, existing deep learning-based deformable registration models often face challenges in ensuring a...

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Bibliographic Details
Main Authors: Mauricio Castaño-Aguirre, Hernán Felipe García, David Cárdenas-Peña, Gloria Liliana Porras-Hurtado, Álvaro Ángel Orozco-Gutiérrez
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
Bayesian optimization
deformable registration
Gaussian processes
anatomical plausibility
Online Access:https://www.mdpi.com/2076-3417/14/23/10890
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