Portable, low-field magnetic resonance imaging for evaluation of Alzheimer's disease

AJ Sorby-Adams, J Guo, P Laso, JE Kirsch… - Nature …, 2024 - nature.com
Portable, low-field magnetic resonance imaging (LF-MRI) of the brain may facilitate point-of-
care assessment of patients with Alzheimer's disease (AD) in settings where conventional …

Perceptual super-resolution in multiple sclerosis MRI

DL Giraldo, H Khan, G Pineda, Z Liang… - Frontiers in …, 2024 - frontiersin.org
Introduction Magnetic resonance imaging (MRI) is crucial for diagnosing and monitoring of
multiple sclerosis (MS) as it is used to assess lesions in the brain and spinal cord. However …

segcsvdWMH: A Convolutional Neural Network‐Based Tool for Quantifying White Matter Hyperintensities in Heterogeneous Patient Cohorts

E Gibson, J Ramirez, LA Woods, J Ottoy, S Berberian… - 2024 - Wiley Online Library
White matter hyperintensities (WMH) of presumed vascular origin are a magnetic resonance
imaging (MRI)‐based biomarker of cerebral small vessel disease (CSVD). WMH are …

Peak width of skeletonized mean diffusivity as a marker of small vessel disease in patients with temporal lobe epilepsy with hippocampal sclerosis

DA Lee, HJ Lee, SE Kim, KM Park - Epilepsia, 2024 - Wiley Online Library
Objective White matter abnormalities in patients with temporal lobe epilepsy (TLE) and
hippocampal sclerosis (HS) are well known. Peak width of skeletonized mean diffusivity …

Small-vessel-disease-induced white matter damage in occipital lobe epilepsy

J Kim, DA Lee, HJ Lee, KM Park - Frontiers in Neurology, 2025 - frontiersin.org
Background Peak width of skeletonized mean diffusivity (PSMD) is a novel marker of small
vessel disease. This study aimed to investigate the presence of small vessel disease in …

Brain volume is a better biomarker of outcomes in ischemic stroke compared to brain atrophy

K Alhadid, RW Regenhardt, NS Rost… - Frontiers in Stroke, 2024 - frontiersin.org
Objective This study aimed to determine whether brain volume at the time of ischemic stroke
injury is a better biomarker for predicting functional outcomes than brain atrophy …

Accelerating Low-field MRI: Compressed Sensing and AI for fast noise-robust imaging

E Shimron, S Shan, J Grover, N Koonjoo… - arxiv preprint arxiv …, 2024 - arxiv.org
Portable, low-field Magnetic Resonance Imaging (MRI) scanners are increasingly being
deployed in clinical settings. However, critical barriers to their widespread use include low …

Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization

P Liu, AL Aguila, JE Iglesias - arxiv preprint arxiv:2501.13370, 2025 - arxiv.org
Data-driven machine learning has made significant strides in medical image analysis.
However, most existing methods are tailored to specific modalities and assume a particular …

Automated brain atrophy quantification and evaluation using spatial resolution enhancement

Y Zuo, X Hao, M Song, F Qi, B Qiu… - 2024 46th Annual …, 2024 - ieeexplore.ieee.org
Brain atrophy is one of the most common features of neurodegenerative diseases and is
particularly critical in the early diagnosis of conditions like Alzheimer's and multiple …