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Machine learning for brain age prediction: Introduction to methods and clinical applications
The rise of machine learning has unlocked new ways of analysing structural neuroimaging
data, including brain age prediction. In this state-of-the-art review, we provide an …
data, including brain age prediction. In this state-of-the-art review, we provide an …
Unraveling the complexity of human brain: Structure, function in healthy and disease states
The human brain stands as an intricate organ, embodying a nexus of structure, function,
development, and diversity. This review delves into the multifaceted landscape of the brain …
development, and diversity. This review delves into the multifaceted landscape of the brain …
Cross-ancestry genome-wide association studies of brain imaging phenotypes
J Fu, Q Zhang, J Wang, M Wang, B Zhang, W Zhu… - Nature Genetics, 2024 - nature.com
Genome-wide association studies of brain imaging phenotypes are mainly performed in
European populations, but other populations are severely under-represented. Here, we …
European populations, but other populations are severely under-represented. Here, we …
A diffusion MRI tractography atlas for concurrent white matter map** across Eastern and Western populations
The study of brain differences across Eastern and Western populations provides vital
insights for understanding potential cultural and genetic influences on cognition and mental …
insights for understanding potential cultural and genetic influences on cognition and mental …
A high-generalizability machine learning framework for predicting the progression of Alzheimer's disease using limited data
C Wang, Y Li, Y Tsuboshita, T Sakurai, T Goto… - NPJ digital …, 2022 - nature.com
Alzheimer's disease is a neurodegenerative disease that imposes a substantial financial
burden on society. A number of machine learning studies have been conducted to predict …
burden on society. A number of machine learning studies have been conducted to predict …
Associations between brain imaging–derived phenotypes and cognitive functions
Y Liu, O Shen, H Zhu, Y He, X Chang, L Sun… - Cerebral …, 2024 - academic.oup.com
We aimed to evaluate the potential causal relationship between brain imaging–derived
phenotypes and cognitive functions via Mendelian randomization analyses. Genetic …
phenotypes and cognitive functions via Mendelian randomization analyses. Genetic …
Revealing Cultural Dynamics in WAIS-IV Performance: a Comparative Analysis of Age Cohorts in Taiwanese and US Populations
YL Chang, WY Cheng - Archives of Clinical Neuropsychology, 2024 - academic.oup.com
Objective This study examined the relationship between culture and cognitive abilities by
comparing WAIS-IV subtests, index scores, and Full-Scale Intelligence Quotient (FSIQ) …
comparing WAIS-IV subtests, index scores, and Full-Scale Intelligence Quotient (FSIQ) …
Predicting brain age using partition modeling strategy and atlas-based attentional enhancement in the Chinese population
Y Wu, Y Chen, Y Yang, C Lin, S Su, J Zhao… - Cerebral …, 2024 - academic.oup.com
As a biomarker of human brain health during development, brain age is estimated based on
subtle differences in brain structure from those under typical developmental. Magnetic …
subtle differences in brain structure from those under typical developmental. Magnetic …
Structural variability of the cerebral cortex in schizophrenia and its association with clinical symptoms
BackgroundSubstantial evidence indicates structural abnormalities in the cerebral cortex of
patients with schizophrenia (SCZ), although their clinical implications remain unclear …
patients with schizophrenia (SCZ), although their clinical implications remain unclear …
Influence of accessory sulci of the frontoparietal operculum on gray matter quantification
MN Vallejo-Azar, L Alba-Ferrara… - Frontiers in …, 2023 - frontiersin.org
Introduction: The perisylvian region is the cortical core of language and speech. Several
accessory sulci have been described in this area, whose presence could modify the results …
accessory sulci have been described in this area, whose presence could modify the results …