Biomedical Image Registration : 11th International Workshop, WBIR 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings / edited by Marc Modat, Ivor Simpson, Žiga Špiclin, Wietske Bastiaansen, Alessa Hering, Tony C. W. Mok.

Format:

Book

Contributor:

Modat, Marc, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 15249

Language:

English

Subjects (All):

Image processing--Digital techniques.

Image processing.

Computer vision.

Machine learning.

Education--Data processing.

Education.

Social sciences--Data processing.

Social sciences.

Bioinformatics.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Machine Learning.

Computers and Education.

Computer Application in Social and Behavioral Sciences.

Computational and Systems Biology.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Machine Learning.

Computers and Education.

Computer Application in Social and Behavioral Sciences.

Computational and Systems Biology.

Physical Description:

1 online resource (378 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

This book constitutes the refereed proceedings of the 11th International Workshop on Biomedical Image Registration, WBIR 2024, held in conjunction with the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco in October 2024. The 28 full papers presented in this book were carefully reviewed and selected from 32 submissions. These papers have been categorized under the following topical sections: Architectures; Robustness; Atlas/ Fusion; Feature/ Similarity Learning & Efficiency.

Contents:

Architectures

multiGradICON A Foundation Model for Multimodal Medical Image Registration

XSynthMorph Generative Guided Deformation for Unsupervised Ill Posed Volumetric Recovery

Large Deformation Registration with A Confidence guided Network

Unleashing Registration Diffusion Models for Synthetic Paired 3D Training Data

Feedback Attention for Unsupervised Cardiac Motion Estimation in 3D Echocardiography

Learning Intra Patient Liver Registration with Graph Cross Attention

Mamba Catch The Hype Or Rethink What Really Helps for Image Registration

Robustness

Assessing the Robustness of Image Registration Models Under Domain Shifts with Learnable Input Images

Challenging the Robustness of Image Registration Similarity Metrics with Adversarial Attacks

Comparative Study on Co Registration Techniques for Diffusion Weighted Breast MRI and Improved ADC Mappin

A Learning Free Approach to Mitigate Abnormal Deformations in Medical Image Registration

Deformable MRI Sequence Registration for AI based Prostate Cancer Diagnosis

Atlas Fusion

SINA Sharp Implicit Neural Atlases by Joint Optimisation of Representation and Deformation

A Novel Fusion of CT MRI and US Images Based on Depth Camera and Electromagnetic Tracking

Deep Learning Multi Channel Structural and Diffusion Tensor Neonatal Image Registration

Registration by Regression RbR a Framework for Interpretable and Flexible Atlas Registration

Diffusion Model Based Hierarchical Registration Framework for Whole Body Image

Feature Similarity Learning

Unsupervised Similarity Learning for Image Registration with Energy Based Models

Segmentation by registration enabled SAM prompt engineering using five reference images

Electron Microscopy Image Registration with Twin Axial Transformer and Progressive Training

General Vision Encoder Features as Guidance in Medical Image Registration

Rigid Single Slice in Volume registration via rotation equivariant 2D 3D feature matching

A Self Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer

CAR Contrast Agnostic Deformable Medical Image Registration with Contrast Invariant Latent Regularization

Efficiency

High Performance Groupwise Cortical Surface Registration with Multimodal Surface Matching

Optimising Region of Interest Registration for Multiple Tissue Whole Slide Images

Automatic Registration of SHG and H E Images with Feature based Initial Alignment and Intensity based Instance Optimization Contribution to the COMULIS Challenge

Towards Fast and Accurate Non rigid Liver Fusion.

Notes:

Includes bibliographical references and index.

ISBN:

3-031-73480-7