Probing multiple algorithms to calculate brain age: Examining reliability, relations with demographics, and predictive power

E Bacas, I Kahhalé, PR Raamana… - Human Brain …, 2023 - Wiley Online Library
… We also examined correlations between different algorithms to see the consistency of … , we
examined relations between image quality and brain age calculation. We examined reliability

Prediction of brain age using structural magnetic resonance imaging: A comparison of accuracy and test–retest reliability of publicly available software packages

RP Dörfel, JM Arenas‐Gomez, PM Fisher… - Human Brain …, 2023 - Wiley Online Library
examination and a … brain age model predicts chronological age perfectly, then we would
observe a Pearson's r = 1, whereas, in an unbiased model, Pearson's r for chronological age

Examining the reliability of brain age algorithms under varying degrees of participant motion

JL Hanson, DJ Adkins, E Bacas, P Zhou - Brain Informatics, 2024 - Springer
Brain age algorithms using data science and machine learning techniques show promise …
and influence brain age estimates. We examined the effects of motion on brain age predictions …

Test–retest reliability of brain morphology estimates

CR Madan, EA Kensinger - Brain informatics, 2017 - Springer
… of several measures of cortical and subcortical structures; in addition to cortical thickness
and subcortical volume, we examined the reliability of estimates of cortical gyrification and …

Examining the Reliability of Brain Age Algorithms Under Varying Degrees of Subject Motion

J Hanson, D Adkins, P Zhou - 2023 - researchsquare.com
Brain Age Reliability by Algorithm, as assessed by Intraclass Correlations We examined
reliability using … For raw brain age, we found good and excellent ICCs for four of the algorithms …

[HTML][HTML] Brain age prediction in stroke patients: Highly reliable but limited sensitivity to cognitive performance and response to cognitive training

G Richard, K Kolskår, KM Ulrichsen, T Kaufmann… - NeuroImage: Clinical, 2020 - Elsevier
brain age prediction would constitute a reliable and sensitive method for characterizing
individual level brain … -appearing brain age (which may imply higher cognitive or brain reserve) …

Age-related differences in test-retest reliability in resting-state brain functional connectivity

J Song, AS Desphande, TB Meier, DL Tudorascu… - PloS one, 2012 - journals.plos.org
… not yet been examined in older adults. In this study, we investigated age-related differences
in reliability and … In addition, we examined how global signal regression (GSR) affects RSFC …

Reliability of multimodal MRI brain measures in youth at risk for mental illness

V Drobinin, H Van Gestel, CA Helmick… - Brain and …, 2020 - Wiley Online Library
… For white matter reliability, we examined white matter volume and diffusion tensor imaging
(DTI) metrics based on the 20-structure JHU DTI-based white-matter tractography atlas (Mori, …

Age-related declines in neural distinctiveness correlate across brain areas and result from both decreased reliability and increased confusability

M Simmonite, TA Polk - Aging, Neuropsychology, and Cognition, 2022 - Taylor & Francis
… other brain regions, suggesting that dedifferentiation may be a general feature of the aging
brain. In the present study, we used functional magnetic resonance imaging to investigate age

Reliability of brain volume measurements: a test-retest dataset

J Maclaren, Z Han, SB Vos, N Fischbein, R Bammer - Scientific data, 2014 - nature.com
reliability of measurements is uncertain. We have established a unique dataset to assess the
repeatability of brain … determination of test-retest reliability both within a single session (intra…