[HTML][HTML] Predicting 'Brainage'in the Developmental Period using Structural MRI, Morphometric Similarity, and Machine Learning

DJ Griffiths-King, AG Wood, J Novak - Research Square, 2023 - ncbi.nlm.nih.gov
Brain development is regularly studied using structural MRI. Recently, studies have used a
combination of statistical learning and large-scale imaging databases of healthy-children to …

[HTML][HTML] No association between age-related hearing loss and brain age derived from structural neuroimaging data

S Rosemann, CM Thiel - Neuroimage: Reports, 2021 - Elsevier
Aging affects the brain's underlying biophysical structure as well as its cellular and
molecular functioning. Brain aging varies largely across individuals and is increased in a …

Advanced brain age correlates with greater rumination and less mindfulness in schizophrenia.

B Roach, J Hua, L Han, S Fryer, D Mathalon, J Ford… - 2023 - escholarship.org
BACKGROUND: Individual variation in brain aging trajectories is linked with several
physical and mental health outcomes. Greater stress levels, worry, and rumination …

Contextualizing adolescent structural brain development

L Ferschmann, M Bos, M Herting, K Mills, CK Tamnes - 2021 - psyarxiv.com
The spatiotemporal group-level patterns of brain macrostructural development across
adolescence have over the past decades been relatively well documented. Efforts are now …

Apprentissage des représentations en neuroimagerie: transfert de connaissance à partir de larges jeux de données contrôles vers de petites cohortes cliniques

B Dufumier - 2022 - theses.hal.science
Psychiatry currently lacks objective quantitative measures to guide the clinician in choosing
the proper therapeutic treatment. The physio-pathology of mental illnesses such as …

EXplainable Artificial Intelligence: enabling AI in neurosciences and beyond

F Cruciani - 2023 - iris.univr.it
The adoption of AI models in medicine and neurosciences has the potential to play a
significant role not only in bringing scientific advancements but also in clinical decision …

Brain structure-function relationships in sleep apnea among obese children: no time to waste!

D Gozal - Sleep, 2022 - academic.oup.com
Obstructive sleep apnea (OSA) is a prevalent condition in children of all ages, characterized
by the tetrad of intermittent hypoxia, episodic hypercapnia, sleep fragmentation, and …

Gene-brain-behavior characterization of executive function development and training: an integrative approach

I Menu - 2022 - theses.hal.science
Several factors, at different scales, support learning: molecular (genetic), cerebral (neural
networks), psychological and environmental (education, socioeconomic status, culture...) …

[引用][C] Hybrid model for brain age prediction on MRI images with modified texture features

GS Vishnupriya, SB Rajakumari - International Journal of Wavelets …, 2023 - World Scientific
Machine learning (ML) and diffusion magnetic resonance imaging (dMRI) approaches can
be employed to identify individual brain aging conditions in both healthy people and patients …

[引用][C] Accelerated Brain Ageing in Mood and Psychotic Disorders