Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact

Q Fan, C Eichner, M Afzali, L Mueller, CMW Tax… - Neuroimage, 2022 - Elsevier
Tremendous efforts have been made in the last decade to advance cutting-edge MRI
technology in pursuit of mapping structural connectivity in the living human brain with …

Efficient PCA denoising of spatially correlated redundant MRI data

RN Henriques, A Ianuş, L Novello, J Jovicich… - Imaging …, 2023 - direct.mit.edu
Marčenko-Pastur PCA (MPPCA) denoising is emerging as an effective means for noise
suppression in MR imaging (MRI) acquisitions with redundant dimensions. However …

Efficient PCA denoising of spatially correlated MRI data

RN Henriques, A Ianuş, L Novello, J Jovicich… - bioRxiv, 2023 - biorxiv.org
Marčenko-Pastur (MP) PCA denoising is emerging as an effective means for noise
suppression in MRI acquisitions with redundant dimensions. However, MP-PCA …

Universal Sampling Denoising (USD) for noise mapping and noise removal of non-Cartesian MRI

HH Lee, MB Keerthivasan, G Lemberskiy… - arXiv preprint arXiv …, 2023 - arxiv.org
Random matrix theory (RMT) combined with principal component analysis has resulted in a
widely used MPPCA noise mapping and denoising algorithm, that utilizes the redundancy in …