Machine learning in attention-deficit/hyperactivity disorder: new approaches toward understanding the neural mechanisms
Attention-deficit/hyperactivity disorder (ADHD) is a highly prevalent and heterogeneous
neurodevelopmental disorder in children and has a high chance of persisting in adulthood …
neurodevelopmental disorder in children and has a high chance of persisting in adulthood …
Evaluation of risk of bias in neuroimaging-based artificial intelligence models for psychiatric diagnosis: a systematic review
Z Chen, X Liu, Q Yang, YJ Wang, K Miao… - JAMA network …, 2023 - jamanetwork.com
Importance Neuroimaging-based artificial intelligence (AI) diagnostic models have
proliferated in psychiatry. However, their clinical applicability and reporting quality (ie …
proliferated in psychiatry. However, their clinical applicability and reporting quality (ie …
Sampling inequalities affect generalization of neuroimaging-based diagnostic classifiers in psychiatry
Background The development of machine learning models for aiding in the diagnosis of
mental disorder is recognized as a significant breakthrough in the field of psychiatry …
mental disorder is recognized as a significant breakthrough in the field of psychiatry …
[HTML][HTML] Visual network alterations in brain functional connectivity in chronic low back pain: A resting state functional connectivity and machine learning study
Chronic low back pain (cLBP) is associated with widespread functional and structural
changes in the brain. This study aims to investigate the resting state functional connectivity …
changes in the brain. This study aims to investigate the resting state functional connectivity …
[HTML][HTML] A review on functional near-infrared spectroscopy and application in stroke rehabilitation
C Huo, G Xu, W Li, H Xie, T Zhang, Y Liu, Z Li - Medicine in Novel …, 2021 - Elsevier
Functional near-infrared spectroscopy (fNIRS) has gained great interest as a noninvasive
modality to study the changes in cerebral hemodynamics related to brain activity. The …
modality to study the changes in cerebral hemodynamics related to brain activity. The …
Identifying ADHD for children with coexisting ASD from fNIRs signals using deep learning approach
Attention deficit hyperactivity disorder (ADHD) for children is one of the most common
neurodevelopmental disorders and its prevalence has increased globally. Children with …
neurodevelopmental disorders and its prevalence has increased globally. Children with …
[HTML][HTML] Identifying ADHD boys by very-low frequency prefrontal fNIRS fluctuations during a rhythmic mental arithmetic task
S Ortuño-Miró, S Molina-Rodríguez… - Journal of Neural …, 2023 - iopscience.iop.org
Objective. Computer-aided diagnosis of attention-deficit/hyperactivity disorder (ADHD) aims
to provide useful adjunctive indicators to support more accurate and cost-effective clinical …
to provide useful adjunctive indicators to support more accurate and cost-effective clinical …
Functional near-infrared spectroscopy in pediatric clinical research: Different pathophysiologies and promising clinical applications
A Gallagher, F Wallois, H Obrig - Neurophotonics, 2023 - spiedigitallibrary.org
Over its 30 years of existence, functional near-infrared spectroscopy (fNIRS) has matured
into a highly versatile tool to study brain function in infants and young children. Its …
into a highly versatile tool to study brain function in infants and young children. Its …
Application of functional near-infrared spectroscopy in the healthcare industry: A review
Functional near-infrared spectroscopy (fNIRS), a growing neuroimaging modality, has been
utilized over the past few decades to understand the neuronal behavior in the brain. The …
utilized over the past few decades to understand the neuronal behavior in the brain. The …
Transcutaneous electrical acupoint stimulation for children with attention-deficit/hyperactivity disorder: a randomized clinical trial
L Zhuo, X Zhao, Y Zhai, B Zhao, L Tian, Y Zhang… - Translational …, 2022 - nature.com
Little is known about the effects of transcutaneous electrical acupoint stimulation (TEAS) for
children with attention-deficit/hyperactivity disorder (ADHD). Here, we carried out a 4 week …
children with attention-deficit/hyperactivity disorder (ADHD). Here, we carried out a 4 week …