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Overview of quantitative susceptibility map** using deep learning: Current status, challenges and opportunities
Quantitative susceptibility map** (QSM) has gained broad interest in the field by extracting
bulk tissue magnetic susceptibility, predominantly determined by myelin, iron and calcium …
bulk tissue magnetic susceptibility, predominantly determined by myelin, iron and calcium …
Recommended implementation of quantitative susceptibility map** for clinical research in the brain: a consensus of the ISMRM electro‐magnetic tissue properties …
QSM Consensus Organization … - Magnetic resonance …, 2024 - Wiley Online Library
This article provides recommendations for implementing QSM for clinical brain research. It is
a consensus of the International Society of Magnetic Resonance in Medicine, Electro …
a consensus of the International Society of Magnetic Resonance in Medicine, Electro …
SEPIA-Susceptibility map** pipeline tool for phase images
Quantitative susceptibility map** (QSM) is a physics-driven computational technique that
has a high sensitivity in quantifying iron deposition based on MRI phase images …
has a high sensitivity in quantifying iron deposition based on MRI phase images …
Magnetic resonance iron imaging in amyotrophic lateral sclerosis
Amyotrophic lateral sclerosis (ALS) results in progressive impairment of upper and lower
motor neurons. Increasing evidence from both in vivo and ex vivo studies suggest that iron …
motor neurons. Increasing evidence from both in vivo and ex vivo studies suggest that iron …
[HTML][HTML] Exploring linearity of deep neural network trained QSM: QSMnet+
Recently, deep neural network-powered quantitative susceptibility map** (QSM), QSMnet,
successfully performed ill-conditioned dipole inversion in QSM and generated high-quality …
successfully performed ill-conditioned dipole inversion in QSM and generated high-quality …
[HTML][HTML] MoDL-QSM: Model-based deep learning for quantitative susceptibility map**
Quantitative susceptibility map** (QSM) has demonstrated great potential in quantifying
tissue susceptibility in various brain diseases. However, the intrinsic ill-posed inverse …
tissue susceptibility in various brain diseases. However, the intrinsic ill-posed inverse …
xQSM: quantitative susceptibility map** with octave convolutional and noise‐regularized neural networks
Quantitative susceptibility map** (QSM) provides a valuable MRI contrast mechanism that
has demonstrated broad clinical applications. However, the image reconstruction of QSM is …
has demonstrated broad clinical applications. However, the image reconstruction of QSM is …
A subject-specific unsupervised deep learning method for quantitative susceptibility map** using implicit neural representation
Quantitative susceptibility map** (QSM) is an MRI-based technique that estimates the
underlying tissue magnetic susceptibility based on phase signal. Deep learning (DL)-based …
underlying tissue magnetic susceptibility based on phase signal. Deep learning (DL)-based …