SE (3)-equivariant and noise-invariant 3D rigid motion tracking in brain MRI
Rigid motion tracking is paramount in many medical imaging applications where movements
need to be detected, corrected, or accounted for. Modern strategies rely on convolutional …
need to be detected, corrected, or accounted for. Modern strategies rely on convolutional …
Fully automated planning for anatomical fetal brain MRI on 0.55 T
S Neves Silva, S McElroy… - Magnetic …, 2024 - Wiley Online Library
Purpose Widening the availability of fetal MRI with fully automatic real‐time planning of
radiological brain planes on 0.55 T MRI. Methods Deep learning‐based detection of key …
radiological brain planes on 0.55 T MRI. Methods Deep learning‐based detection of key …
Deep Dive into MRI: Exploring Deep Learning Applications in 0.55 T and 7T MRI
The development of magnetic resonance imaging (MRI) for medical imaging has provided a
leap forward in diagnosis, providing a safe, non-invasive alternative to techniques involving …
leap forward in diagnosis, providing a safe, non-invasive alternative to techniques involving …
UniMo: Universal Motion Correction For Medical Images without Network Retraining
In this paper, we introduce a Universal Motion Correction (UniMo) framework, leveraging
deep neural networks to tackle the challenges of motion correction across diverse imaging …
deep neural networks to tackle the challenges of motion correction across diverse imaging …
Fully automated planning for anatomical fetal brain MRI on 0.55 T
Purpose: Widening the availability of fetal MRI with fully automatic real-time planning of
radiological brain planes on 0.55 T MRI. Methods: Deep learning-based detection of key …
radiological brain planes on 0.55 T MRI. Methods: Deep learning-based detection of key …
Real-time fetAl brain and placental T2* mapping at 0.55 T low-field MRI (RAT)
JA Verdera, SN Silva, R Tomi-Tricot, M Hall… - arXiv preprint arXiv …, 2024 - arxiv.org
Purpose: To provide real-time quantitative organ-specific information-specifically placental
and brain T2*-to allow optimization of the MR examination to the individual patient. Methods …
and brain T2*-to allow optimization of the MR examination to the individual patient. Methods …
A motion assessment method for reference stack selection in fetal brain MRI reconstruction based on tensor rank approximation
H Xu, W Shi, J Sun, T Zheng, X Xu, C Sun… - NMR in …, 2024 - Wiley Online Library
Slice‐to‐volume registration and super‐resolution reconstruction are commonly used to
generate 3D volumes of the fetal brain from 2D stacks of slices acquired in multiple …
generate 3D volumes of the fetal brain from 2D stacks of slices acquired in multiple …
Scanner-based real-time 3D brain+ body slice-to-volume reconstruction for T2-weighted 0.55 T low field fetal MRI
Purpose: Integrating the SVRTK methods within the Gadgetron framework enables
automated 3D fetal brain and body reconstruction in the low-field 0.55 T MRI scanner within …
automated 3D fetal brain and body reconstruction in the low-field 0.55 T MRI scanner within …
Automatic Assessment of Fetal Multi-echo Diffusion Weighted Scans
A Bortolazzi, JA Verdera, K Payette, SN Silva… - … Workshop on Preterm …, 2024 - Springer
Fetal magnetic resonance imaging (MRI) is a intriguing tool to gain insights into early human
development. Diffusion MRI is of particular interest to study neuronal development in vivo …
development. Diffusion MRI is of particular interest to study neuronal development in vivo …
Imaging Embryonic Brain Lateralization in the Chick
Lateralization originates during embryogenesis as a combination of genetic and
environmental factors that trigger changes in the brain, giving rise to structural and functional …
environmental factors that trigger changes in the brain, giving rise to structural and functional …