An integrated Bayesian framework for multi‐omics prediction and classification

H Mallick, A Porwal, S Saha, P Basak… - Statistics in …, 2024 - Wiley Online Library
With the growing commonality of multi‐omics datasets, there is now increasing evidence that
integrated omics profiles lead to more efficient discovery of clinically actionable biomarkers …

[HTML][HTML] Axial and radial axonal diffusivities and radii from single encoding strongly diffusion-weighted MRI

M Pizzolato, EJ Canales-Rodríguez, M Andersson… - Medical Image …, 2023 - Elsevier
We enable the estimation of the per-axon axial diffusivity from single encoding, strongly
diffusion-weighted, pulsed gradient spin echo data. Additionally, we improve the estimation …

In vivo myelin water quantification using diffusion–relaxation correlation MRI: a comparison of 1D and 2D methods

S Endt, M Engel, E Naldi, R Assereto… - Applied Magnetic …, 2023 - Springer
Abstract Multidimensional Magnetic Resonance Imaging (MRI) is a versatile tool for
microstructure map**. We use a diffusion weighted inversion recovery spin echo (DW-IR …

Estimating axon radius using diffusion-relaxation MRI: calibrating a surface-based relaxation model with histology

M Barakovic, M Pizzolato, CMW Tax… - Frontiers in …, 2023 - frontiersin.org
Axon radius is a potential biomarker for brain diseases and a crucial tissue microstructure
parameter that determines the speed of action potentials. Diffusion MRI (dMRI) allows non …

Pore size estimation in axon‐mimicking microfibers with diffusion‐relaxation MRI

EJ Canales‐Rodríguez, M Pizzolato… - Magnetic resonance …, 2024 - Wiley Online Library
Purpose This study aims to evaluate two distinct approaches for fiber radius estimation using
diffusion‐relaxation MRI data acquired in biomimetic microfiber phantoms that mimic hollow …

Brain microstructure alterations in subjective cognitive decline: a multi-component T2 relaxometry study

MÁ Rivas-Fernández, M Bouhrara… - Brain …, 2025 - academic.oup.com
Previous research has revealed patterns of brain atrophy in subjective cognitive decline, a
potential preclinical stage of Alzheimer's disease. However, the involvement of myelin …

An optimized b‐value sampling for the quantification of interstitial fluid using diffusion‐weighted MRI, a genetic algorithm approach

GS Drenthen, JFA Jansen… - Magnetic …, 2023 - Wiley Online Library
Purpose Multi‐b‐value diffusion‐weighted MRI techniques can simultaneously measure the
parenchymal diffusivity, microvascular perfusion, and a third, intermediate diffusion …

[HTML][HTML] Ripening Study Based on Multi-Structural Inversion of Cherry Tomato qMRI

Y Li, J Yao, W Yang, Z Wei, P Luan, G Teng - Foods, 2024 - mdpi.com
This study introduces a non-destructive, quantitative method using low-field MRI to assess
moisture mobility and content distribution in cherry tomatoes. This study developed an …

P2t2: A physically-primed deep-neural-network approach for robust t2 distribution estimation from quantitative t2-weighted mri

H Ben-Atya, M Freiman - Computerized Medical Imaging and Graphics, 2023 - Elsevier
Estimating T 2 relaxation time distributions from multi-echo T 2-weighted MRI (T 2 W) data
can provide valuable biomarkers for assessing inflammation, demyelination, edema, and …