A review of multimodal image matching: Methods and applications
Multimodal image matching, which refers to identifying and then corresponding the same or
similar structure/content from two or more images that are of significant modalities or …
similar structure/content from two or more images that are of significant modalities or …
Deformable medical image registration: A survey
A Sotiras, C Davatzikos… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Deformable image registration is a fundamental task in medical image processing. Among
its most important applications, one may cite: 1) multi-modality fusion, where information …
its most important applications, one may cite: 1) multi-modality fusion, where information …
Murf: Mutually reinforcing multi-modal image registration and fusion
Existing image fusion methods are typically limited to aligned source images and have to
“tolerate” parallaxes when images are unaligned. Simultaneously, the large variances …
“tolerate” parallaxes when images are unaligned. Simultaneously, the large variances …
Rfnet: Unsupervised network for mutually reinforcing multi-modal image registration and fusion
In this paper, we propose a novel method to realize multi-modal image registration and
fusion in a mutually reinforcing framework, termed as RFNet. We handle the registration in a …
fusion in a mutually reinforcing framework, termed as RFNet. We handle the registration in a …
An explainable 3D residual self-attention deep neural network for joint atrophy localization and Alzheimer's disease diagnosis using structural MRI
Computer-aided early diagnosis of Alzheimer's disease (AD) and its prodromal form mild
cognitive impairment (MCI) based on structure Magnetic Resonance Imaging (sMRI) has …
cognitive impairment (MCI) based on structure Magnetic Resonance Imaging (sMRI) has …
Medical image registration: a review
FPM Oliveira, JMRS Tavares - Computer methods in biomechanics …, 2014 - Taylor & Francis
This paper presents a review of automated image registration methodologies that have been
used in the medical field. The aim of this paper is to be an introduction to the field, provide …
used in the medical field. The aim of this paper is to be an introduction to the field, provide …
Computer-aided detection of prostate cancer in MRI
G Litjens, O Debats, J Barentsz… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Prostate cancer is one of the major causes of cancer death for men in the western world.
Magnetic resonance imaging (MRI) is being increasingly used as a modality to detect …
Magnetic resonance imaging (MRI) is being increasingly used as a modality to detect …
MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration
Deformable registration of images obtained from different modalities remains a challenging
task in medical image analysis. This paper addresses this important problem and proposes …
task in medical image analysis. This paper addresses this important problem and proposes …
Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain
One of the most challenging problems in modern neuroimaging is detailed characterization
of neurodegeneration. Quantifying spatial and longitudinal atrophy patterns is an important …
of neurodegeneration. Quantifying spatial and longitudinal atrophy patterns is an important …
3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies
Computer-aided early diagnosis of Alzheimers Disease (AD) and its prodromal form, Mild
Cognitive Impairment (MCI), has been the subject of extensive research in recent years …
Cognitive Impairment (MCI), has been the subject of extensive research in recent years …