The value of arterial spin labelling perfusion MRI in brain age prediction
MBJ Dijsselhof, M Barboure, M Stritt… - Human brain …, 2023 - Wiley Online Library
Current structural MRI‐based brain age estimates and their difference from chronological
age—the brain age gap (BAG)—are limited to late‐stage pathological brain‐tissue changes …
age—the brain age gap (BAG)—are limited to late‐stage pathological brain‐tissue changes …
Multimodal imaging improves brain age prediction and reveals distinct abnormalities in patients with psychiatric and neurological disorders
The deviation between chronological age and age predicted using brain MRI is a putative
marker of overall brain health. Age prediction based on structural MRI data shows high …
marker of overall brain health. Age prediction based on structural MRI data shows high …
Multimodal brain age prediction fusing morphometric and imaging data and association with cardiovascular risk factors
Introduction The difference between the chronological and biological brain age, called the
brain age gap (BAG), has been identified as a promising biomarker to detect deviation from …
brain age gap (BAG), has been identified as a promising biomarker to detect deviation from …
Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions
Biological brain age predicted using machine learning models based on high‐resolution
imaging data has been suggested as a potential biomarker for neurological and …
imaging data has been suggested as a potential biomarker for neurological and …
The age-related perfusion pattern measured with arterial spin labeling MRI in healthy subjects
Aim: To analyze age-related cerebral blood flow (CBF) using arterial spin labeling (ASL)
MRI in healthy subjects with multivariate principal component analysis (PCA). Methods: 50 …
MRI in healthy subjects with multivariate principal component analysis (PCA). Methods: 50 …
Age dependence of cerebral perfusion assessed by magnetic resonance continuous arterial spin labeling
L Biagi, A Abbruzzese, MC Bianchi… - Journal of Magnetic …, 2007 - Wiley Online Library
Purpose To study the normal dependence of cerebral perfusion changes on age, to
measure values of perfusion early in life, and to create a reference dataset. Materials and …
measure values of perfusion early in life, and to create a reference dataset. Materials and …
Imaging cerebral blood flow in the cognitively normal aging brain with arterial spin labeling: implications for imaging of neurodegenerative disease
ABSTRACT INTRODUCTION Arterial spin labeling (ASL) is a safe, noninvasive imaging
method for evaluating cerebral blood flow (rCBF). The purpose of this article is to present …
method for evaluating cerebral blood flow (rCBF). The purpose of this article is to present …
Application of machine learning to arterial spin labeling in mild cognitive impairment and Alzheimer disease
Purpose To investigate whether multivariate pattern recognition analysis of arterial spin
labeling (ASL) perfusion maps can be used for classification and single-subject prediction of …
labeling (ASL) perfusion maps can be used for classification and single-subject prediction of …
Brain age prediction across the human lifespan using multimodal MRI data
Measuring differences between an individual's age and biological age with biological
information from the brain have the potential to provide biomarkers of clinically relevant …
information from the brain have the potential to provide biomarkers of clinically relevant …
Prediction of brain age using structural magnetic resonance imaging: A comparison of accuracy and test–retest reliability of publicly available software packages
Brain age prediction algorithms using structural magnetic resonance imaging (MRI) aim to
assess the biological age of the human brain. The difference between a person's …
assess the biological age of the human brain. The difference between a person's …