Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching

S Fadnavis, A Chowdhury, J Batson… - Proceedings of the …, 2024 - openaccess.thecvf.com
Diffusion MRI (dMRI) non-invasively maps brain white matter yet necessitates denoising due
to low signal-to-noise ratios. Patch2Self (P2S) employing self-supervised techniques and …

Applicability of multiple quantitative magnetic resonance methods in genetic brain white matter disorders

MD Stellingwerff, ML Al‐Saady, KS Chan… - Journal of …, 2024 - Wiley Online Library
Background and purpose Magnetic resonance imaging (MRI) measures of tissue
microstructure are important for monitoring brain white matter (WM) disorders like …

Microstructure-Informed Myelin Map** (MIMM) from Gradient Echo MRI using Stochastic Matching Pursuit

M Şişman, TD Nguyen, AG Roberts, DJ Romano… - medRxiv, 2023 - medrxiv.org
Quantification of the myelin content of the white matter is important for studying
demyelination in neurodegenerative diseases such as Multiple Sclerosis (MS), particularly …

ISME-Incoherent Sampling of Multi-Echo data to minimize cardiac-induced noise in brain maps of R2* and magnetic susceptibility

Q Raynaud, R Oliveira, N Corbin, Y Balbastre… - bioRxiv, 2025 - biorxiv.org
Purpose: Brain maps of the MRI parameters R2* and magnetic susceptibility enable the
investigation of microscopic tissue changes associated with brain disease in patient …

Microstructure‐Informed Myelin Map** (MIMM) from routine multi‐echo gradient echo data using multiscale physics modeling of iron and myelin effects and QSM

M Şişman, TD Nguyen, AG Roberts… - Magnetic Resonance … - Wiley Online Library
Purpose Myelin quantification is used in the study of demyelination in neurodegenerative
diseases. A novel noninvasive MRI method, Microstructure‐Informed Myelin Map** …

Advances in Quantitative Neuroimaging Methods in Early Brain Development

JM Weaver - 2024 - search.proquest.com
In the decades since its inception, magnetic resonance imaging (MRI) has become the
modality of choice for studying the brain and its changes across the lifespan. Two …

[PDF][PDF] Applicability of multiple quantitative MR methods in genetic brain white matter disorders

MD Stellingwerff, ML Al-Saady, KS Chan, A Dvorak… - VU Research Portal - research.vu.nl
Background and Purpose: MRI measures of tissue microstructure are important for
monitoring brain white matter (WM) disorders like leukodystrophies and multiple sclerosis …