Brain-predicted age difference score is related to specific cognitive functions: a multi-site replication analysis
Brain-predicted age difference scores are calculated by subtracting chronological age from
'brain'age, which is estimated using neuroimaging data. Positive scores reflect accelerated …
'brain'age, which is estimated using neuroimaging data. Positive scores reflect accelerated …
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker
Abstract Machine learning analysis of neuroimaging data can accurately predict
chronological age in healthy people. Deviations from healthy brain ageing have been …
chronological age in healthy people. Deviations from healthy brain ageing have been …
Brain-predicted age difference is associated with cognitive processing in later-life
Brain age is a neuroimaging-based biomarker of aging. This study examined whether the
difference between brain age and chronological age (brain-PAD) is associated with …
difference between brain age and chronological age (brain-PAD) is associated with …
[HTML][HTML] Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study
Brain age is becoming a widely applied imaging-based biomarker of neural aging and
potential proxy for brain integrity and health. We estimated multimodal and modality-specific …
potential proxy for brain integrity and health. We estimated multimodal and modality-specific …
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 …
[HTML][HTML] Multimodality neuroimaging brain-age in UK biobank: relationship to biomedical, lifestyle, and cognitive factors
JH Cole - Neurobiology of aging, 2020 - Elsevier
The brain-age paradigm is proving increasingly useful for exploring aging-related disease
and can predict important future health outcomes. Most brain-age research uses structural …
and can predict important future health outcomes. Most brain-age research uses structural …
[HTML][HTML] Estimation of brain age delta from brain imaging
It is of increasing interest to study “brain age”-the apparent age of a subject, as inferred from
brain imaging data. The difference between brain age and actual age (the “delta”) is typically …
brain imaging data. The difference between brain age and actual age (the “delta”) is typically …
Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging
The concept of brain maintenance refers to the preservation of brain integrity in older age,
while cognitive reserve refers to the capacity to maintain cognition in the presence of …
while cognitive reserve refers to the capacity to maintain cognition in the presence of …
Linking brain age gap to mental and physical health in the Berlin aging study II
From a biological perspective, humans differ in the speed they age, and this may manifest in
both mental and physical health disparities. The discrepancy between an individual's …
both mental and physical health disparities. The discrepancy between an individual's …
[HTML][HTML] Estimating brain age from structural MRI and MEG data: Insights from dimensionality reduction techniques
Brain age prediction studies aim at reliably estimating the difference between the
chronological age of an individual and their predicted age based on neuroimaging data …
chronological age of an individual and their predicted age based on neuroimaging data …