eXplainable Artificial Intelligence (XAI) in aging clock models
XAI is a rapidly progressing field of machine learning, aiming to unravel the predictions of
complex models. XAI is especially required in sensitive applications, eg in health care, when …
complex models. XAI is especially required in sensitive applications, eg in health care, when …
Electroencephalographic studies in growth-restricted and small-for-gestational-age neonates
Foetal growth restriction (FGR) and being born small for gestational age (SGA) are
associated with neurodevelopmental delay. Early diagnosis of neurological damage is …
associated with neurodevelopmental delay. Early diagnosis of neurological damage is …
The speed of development of adolescent brain age depends on sex and is genetically determined
RM Brouwer, J Schutte, R Janssen… - Cerebral …, 2021 - academic.oup.com
Children and adolescents show high variability in brain development. Brain age—the
estimated biological age of an individual brain—can be used to index developmental stage …
estimated biological age of an individual brain—can be used to index developmental stage …
Co-increasing neuronal noise and beta power in the developing brain
Accumulating evidence across species indicates that brain oscillations are superimposed
upon an aperiodic 1/f-like power spectrum. Maturational changes in neuronal oscillations …
upon an aperiodic 1/f-like power spectrum. Maturational changes in neuronal oscillations …
Heritability of REM sleep neurophysiology in adolescence
Alterations of rapid eye movement (REM) sleep have long been observed in patients with
psychiatric disorders and proposed as an endophenotype—a link between behavior and …
psychiatric disorders and proposed as an endophenotype—a link between behavior and …
[HTML][HTML] Mapping neurodevelopment with sleep macro-and micro-architecture across multiple pediatric populations
Profiles of sleep duration and timing and corresponding electroencephalographic activity
reflect brain changes that support cognitive and behavioral maturation and may provide …
reflect brain changes that support cognitive and behavioral maturation and may provide …
Application of bi-directional long-short-term memory network in cognitive age prediction based on EEG signals
Electroencephalography (EEG) measures changes in neuronal activity and can reveal
significant changes from infancy to adulthood concomitant with brain maturation, making it a …
significant changes from infancy to adulthood concomitant with brain maturation, making it a …
The association of polygenic risk for schizophrenia, bipolar disorder, and depression with neural connectivity in adolescents and young adults: examining …
JL Meyers, DB Chorlian, TB Bigdeli… - Translational …, 2021 - nature.com
Neurodevelopmental abnormalities in neural connectivity have been long implicated in the
etiology of schizophrenia (SCZ); however, it remains unclear whether these neural …
etiology of schizophrenia (SCZ); however, it remains unclear whether these neural …
Social conformity is associated with inter‐trial electroencephalogram variability
Human society encompasses diverse social influences, and people experience events
differently and may behave differently under such influence, including in forming an …
differently and may behave differently under such influence, including in forming an …
Large‐scale collaboration in ENIGMA‐EEG: a perspective on the meta‐analytic approach to link neurological and psychiatric liability genes to electrophysiological …
Background and purpose The ENIGMA‐EEG working group was established to enable large‐
scale international collaborations among cohorts that investigate the genetics of brain …
scale international collaborations among cohorts that investigate the genetics of brain …