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https://www.readbyqxmd.com/read/27909405/classifying-cognitive-profiles-using-machine-learning-with-privileged-information-in-mild-cognitive-impairment
#1
Hanin H Alahmadi, Yuan Shen, Shereen Fouad, Caroline Di B Luft, Peter Bentham, Zoe Kourtzi, Peter Tino
Early diagnosis of dementia is critical for assessing disease progression and potential treatment. State-or-the-art machine learning techniques have been increasingly employed to take on this diagnostic task. In this study, we employed Generalized Matrix Learning Vector Quantization (GMLVQ) classifiers to discriminate patients with Mild Cognitive Impairment (MCI) from healthy controls based on their cognitive skills. Further, we adopted a "Learning with privileged information" approach to combine cognitive and fMRI data for the classification task...
2016: Frontiers in Computational Neuroscience
https://www.readbyqxmd.com/read/27903342/-fractional-amplitude-of-low-frequency-fluctuations-in-childhood-and-adolescence-onset-schizophrenia-a-resting-state-fmri-study
#2
D Lü, R R Shao, Y H Liang, Y H Xia, S Q Guo
Objective: To explore the whole brain activity features of childhood and adolescence-onset schizophrenia using resting state fMRI. Methods: A total of 63 childhood and adolescence-onset schizophrenia patients (patients group), admitted to the second affiliated hospital of Xinxiang Medical University from October 2013 to October 2015 and fulfilled our inclusion criteria, and 39 healthy controls with age, sex and education matched (control group) were enrolled, then a resting-state fMRI scan was conducted for each participant...
November 22, 2016: Zhonghua Yi Xue za Zhi [Chinese medical journal]
https://www.readbyqxmd.com/read/27902832/association-of-irritability-and-anxiety-with-the-neural-mechanisms-of-implicit-face-emotion-processing-in-youths-with-psychopathology
#3
Joel Stoddard, Wan-Ling Tseng, Pilyoung Kim, Gang Chen, Jennifer Yi, Laura Donahue, Melissa A Brotman, Kenneth E Towbin, Daniel S Pine, Ellen Leibenluft
Importance: Psychiatric comorbidity complicates clinical care and confounds efforts to elucidate the pathophysiology of commonly occurring symptoms in youths. To our knowledge, few studies have simultaneously assessed the effect of 2 continuously distributed traits on brain-behavior relationships in children with psychopathology. Objective: To determine shared and unique effects of 2 major dimensions of child psychopathology, irritability and anxiety, on neural responses to facial emotions during functional magnetic resonance imaging...
November 30, 2016: JAMA Psychiatry
https://www.readbyqxmd.com/read/27896947/reduced-modulation-of-thalamocortical-connectivity-during-exposure-to-sensory-stimuli-in-asd
#4
Shulamite A Green, Leanna Hernandez, Susan Y Bookheimer, Mirella Dapretto
Recent evidence for abnormal thalamic connectivity in autism spectrum disorders (ASD) and sensory processing disorders suggests the thalamus may play a role in sensory over-responsivity (SOR), an extreme negative response to sensory stimuli, which is common in ASD. However, there is yet little understanding of changes in thalamic connectivity during exposure to aversive sensory inputs in individuals with ASD. In particular, the pulvinar nucleus of the thalamus is implicated in atypical sensory processing given its role in selective attention, regulation, and sensory integration...
November 29, 2016: Autism Research: Official Journal of the International Society for Autism Research
https://www.readbyqxmd.com/read/27896939/a-multimodal-study-of-impulsivity-and-body-weight-integrating-behavioral-cognitive-and-neuroimaging-approaches
#5
Francesca M Filbey, Uma S Yezhuvath
OBJECTIVE: Dimensions of impulsivity are related to obesity. Accordingly, characterization of impulsivity in individuals with overweight and obesity holds promise for more targeted and effective intervention. METHODS: Forty-five individuals (13 males, mean age = 32.6, mean body mass index [BMI] = 30.7) were recruited to determine the role of impulsivity in elevated body weight by evaluating: (1) trait impulsivity via impulsive sensation-seeking scale (ImpSS), (2) state impulsivity via continuous performance test, and (3) activation and integration of brain cognitive control regions via functional magnetic resonance imaging during a response inhibition task (i...
November 29, 2016: Obesity
https://www.readbyqxmd.com/read/27893236/training-in-the-adolescent-brain-an-fmri-training-study-on-divergent-thinking
#6
Sietske W Kleibeuker, Claire E Stevenson, Laura van der Aar, Sandy Overgaauw, Anna C van Duijvenvoorde, Eveline A Crone
Prior research suggests that adolescence is a time of enhanced sensitivity for practice and learning. In this study we tested the neural correlates of divergent thinking training in 15- to 16-year-old adolescents relative to an age-matched active control group. All participants performed an alternative uses task, a valid measure to test divergent thinking, while functional magnetic resonance imaging (fMRI) images were acquired before and after a training program. In between the 2 scanning sessions the experimental group completed 2 weeks of divergent thinking training (8 sessions) and the control group completed 2 weeks of rule switching training (8 session)...
November 28, 2016: Developmental Psychology
https://www.readbyqxmd.com/read/27893013/proton-chemical-shift-imaging-of-the-brain-in-pediatric-and-adult-developmental-stuttering
#7
Joseph O'Neill, Zhengchao Dong, Ravi Bansal, Iliyan Ivanov, Xuejun Hao, Jay Desai, Elena Pozzi, Bradley S Peterson
Importance: Developmental stuttering is a neuropsychiatric condition of incompletely understood brain origin. Our recent functional magnetic resonance imaging study indicates a possible partial basis of stuttering in circuits enacting self-regulation of motor activity, attention, and emotion. Objective: To further characterize the neurophysiology of stuttering through in vivo assay of neurometabolites in suspect brain regions. Design, Setting, and Participants: Proton chemical shift imaging of the brain was performed in a case-control study of children and adults with and without stuttering...
November 23, 2016: JAMA Psychiatry
https://www.readbyqxmd.com/read/27888020/neural-correlates-of-affective-empathy-and-reinforcement-learning-in-boys-with-conduct-problems-fmri-evidence-from-a-gambling-task
#8
Christina Schwenck, Angela Ciaramidaro, Marina Selivanova, Jennifer Tournay, Christine M Freitag, Michael Siniatchkin
BACKGROUND: Conduct problems (CP) comprise abnormal behaviors associated with aberrant aspects of affective empathy as well as learning. However, behavioral measures for affective empathy are challenging, and previous results concerning learning in patients with CP are inconsistent. METHODS: Nineteen boys with CP and 24 typically developing (TD) boys aged 11-17 years (M=14.34, SD=1.93) participated in the study. An ultimatum-game was applied in order to elicit the feeling of like or dislike towards the opponent for a subsequent gambling task, which was played by the opponents (OTHER-condition) and by the participants themselves (SELF-condition)...
November 22, 2016: Behavioural Brain Research
https://www.readbyqxmd.com/read/27885501/valence-of-affective-verbal-fluency-fmri-studies-on-neural-organization-of-emotional-concepts-joy-and-fear
#9
Barbara Gawda, Ewa Szepietowska, Pawel Soluch, Tomasz Wolak
The present study was designed to examine the underlying brain mechanisms of positive and negative emotional verbal fluency. Three verbal fluency tasks (one non-emotional phonemic task, two emotional tasks: Joy and Fear) were used in this study. The results were analyzed for 35 healthy, Polish-speaking, right-handed adults aged 20-35. Functional magnetic resonance imaging (3T) was used to show brain activity during active participation in emotional verbal fluency tasks. The results reported for emotional fluency confirmed activation of different brain regions for the negative and positive emotional verbal fluency: in positive emotional verbal fluency Joy elicits greater activation in the frontal regions and the cingulate cortex, while in negative verbal fluency Fear is reflected in activation of parietal and temporal areas...
November 24, 2016: Journal of Psycholinguistic Research
https://www.readbyqxmd.com/read/27881961/functional-connectivity-of-child-and-adolescent-attention-deficit-hyperactivity-disorder-patients-correlation-with-iq
#10
Bo-Yong Park, Jisu Hong, Seung-Hak Lee, Hyunjin Park
Attention deficit hyperactivity disorder (ADHD) is a pervasive neuropsychological disorder that affects both children and adolescents. Child and adolescent ADHD patients exhibit different behavioral symptoms such as hyperactivity and impulsivity, but not much connectivity research exists to help explain these differences. We analyzed openly accessible resting-state functional magnetic resonance imaging (rs-fMRI) data on 112 patients (28 child ADHD, 28 adolescent ADHD, 28 child normal control (NC), and 28 adolescent NC)...
2016: Frontiers in Human Neuroscience
https://www.readbyqxmd.com/read/27881920/altered-spontaneous-brain-activity-pattern-in-patients-with-high-myopia-using-amplitude-of-low-frequency-fluctuation-a-resting-state-fmri-study
#11
Xin Huang, Fu-Qing Zhou, Yu-Xiang Hu, Xiao-Xuan Xu, Xiong Zhou, Yu-Lin Zhong, Jun Wang, Xiao-Rong Wu
OBJECTIVE: Many previous reports have demonstrated significant neural anatomy changes in the brain of high myopic (HM) patients, whereas the spontaneous brain activity changes in the HM patients at rest are not well studied. Our objective was to use amplitude of low-frequency fluctuation (ALFF) method to investigate the changes in spontaneous brain activity in HM patients and their relationships with clinical features. METHODS: A total of 38 patients with HM (17 males and 21 females) and 38 healthy controls (HCs) (17 males and 21 females) closely matched in age, sex, and education underwent resting-state functional magnetic resonance imaging scans...
2016: Neuropsychiatric Disease and Treatment
https://www.readbyqxmd.com/read/27880785/individual-differences-in-dynamic-functional-brain-connectivity-across-the-human-lifespan
#12
Elizabeth N Davison, Benjamin O Turner, Kimberly J Schlesinger, Michael B Miller, Scott T Grafton, Danielle S Bassett, Jean M Carlson
Individual differences in brain functional networks may be related to complex personal identifiers, including health, age, and ability. Dynamic network theory has been used to identify properties of dynamic brain function from fMRI data, but the majority of analyses and findings remain at the level of the group. Here, we apply hypergraph analysis, a method from dynamic network theory, to quantify individual differences in brain functional dynamics. Using a summary metric derived from the hypergraph formalism-hypergraph cardinality-we investigate individual variations in two separate, complementary data sets...
November 2016: PLoS Computational Biology
https://www.readbyqxmd.com/read/27880010/abnormal-baseline-brain-activity-in-parkinson-s-disease-with-and-without-rem-sleep-behavior-disorder-a-resting-state-functional-mri-study
#13
Dan Li, Peiyu Huang, Yufeng Zang, Yuting Lou, Zhidong Cen, Quanquan Gu, Min Xuan, Fei Xie, Zhiyuan Ouyang, Bo Wang, Minming Zhang, Wei Luo
PURPOSE: To investigate the differences in spontaneous brain activity between Parkinson's disease (PD) patients with rapid eye movement sleep behavior disorder (RBD), PD patients without RBD, and normal controls, which may shed new light on the neural mechanism of RBD. MATERIALS AND METHODS: Eighteen PD patients with RBD, 16 patients without RBD, and 19 age- and gender-matched normal controls underwent clinical assessment and functional magnetic resonance imaging (fMRI) with a 3...
November 23, 2016: Journal of Magnetic Resonance Imaging: JMRI
https://www.readbyqxmd.com/read/27873557/face-processing-in-adolescents-with-positive-and-negative-threat-bias
#14
C M Sylvester, S E Petersen, J L Luby, D M Barch
BACKGROUND: Individuals with anxiety disorders exhibit a 'vigilance-avoidance' pattern of attention to threatening stimuli when threatening and neutral stimuli are presented simultaneously, a phenomenon referred to as 'threat bias'. Modifying threat bias through cognitive retraining during adolescence reduces symptoms of anxiety, and so elucidating neural mechanisms of threat bias during adolescence is of high importance. We explored neural mechanisms by testing whether threat bias in adolescents is associated with generalized or threat-specific differences in the neural processing of faces...
November 22, 2016: Psychological Medicine
https://www.readbyqxmd.com/read/27866154/the-correlation-between-cognitive-and-movement-shifting-and-brain-activity-in-children-with-adhd
#15
Kyoung Doo Kang, Doug Hyun Han, Sun Mi Kim, Sujin Bae, Perry F Renshaw
OBJECTIVE: We assessed the correlation between the deficits of cognition, movement, and brain activity in children with Attention Deficit Hyperactvity Disorder (ADHD). METHOD: We recruited 15 children with ADHD and 15 age- and sex-matched healthy control participants. Clinical symptoms, cognitive shifting, movement shifting, and brain activity were assessed using the Korean ADHD Rating Scale, the Wisconsin Card Sorting Test (WCST), the 7- and 14-ring drill test with hop jumps (7 HJ and 14 HJ), and 3...
November 19, 2016: Journal of Attention Disorders
https://www.readbyqxmd.com/read/27861755/longitudinal-changes-in-social-brain-development-processing-outcomes-for-friend-and-self
#16
Barbara R Braams, Eveline A Crone
Adolescence is an important time for social development during which friendships become more intimate and complex. In this functional magnetic resonance imaging (fMRI) study we tested how outcomes for friends are processed on the neural level across adolescence. Participants between 8 and 27 years of age were tested twice with a 2-year difference between the first (N = 299) and second (N = 254) time points. Participants performed a task in which they could win and lose money for themselves and their best friend...
November 11, 2016: Child Development
https://www.readbyqxmd.com/read/27859973/reorganization-of-brain-connectivity-in-obesity
#17
Paul Geha, Guillermo Cecchi, R Todd Constable, Chadi Abdallah, Dana M Small
Global brain connectivity (GBC) identifies regions of the brain, termed "hubs," which are densely connected and metabolically costly, and have a wide influence on brain function. Since obesity is associated with central and peripheral metabolic dysfunction we sought to determine if GBC is altered in obesity. Two independent fMRI data sets were subjected to GBC analyses. The first data set was acquired while participants (n = 15 healthy weight and 15 obese) tasted milkshake and the second with participants at rest (n = 33 healthy weight and 28 obese)...
November 16, 2016: Human Brain Mapping
https://www.readbyqxmd.com/read/27859960/cognitive-phenotypes-in-parkinson-s-disease-differ-in-terms-of-brain-network-organization-and-connectivity
#18
Renaud Lopes, Christine Delmaire, Luc Defebvre, Anja J Moonen, Annelien A Duits, Paul Hofman, Albert F G Leentjens, Kathy Dujardin
Cognitive deficits are common in Parkinson's disease and we suspect that dysfunctions of connected brain regions can be the source of these deficits. The aim of the present study was to investigate changes in whole-brain intrinsic functional connectivity according to differences in cognitive profiles in Parkinson's disease. 119 participants were enrolled and divided into four groups according to their cognitive phenotypes (determined by a cluster analysis): (i) 31 cognitively intact patients (G1), (ii) 31 patients with only slight mental slowing (G2), (iii) 43 patients with mild to moderate deficits mainly in executive functions (G3), (iv) 14 patients with severe deficits in all cognitive domains (G4-5)...
November 17, 2016: Human Brain Mapping
https://www.readbyqxmd.com/read/27859933/spectroscopic-biomarkers-of-motor-cortex-developmental-plasticity-in-hemiparetic-children-after-perinatal-stroke
#19
Helen L Carlson, Frank P MacMaster, Ashley D Harris, Adam Kirton
Perinatal stroke causes hemiparetic cerebral palsy and lifelong motor disability. Bilateral motor cortices are key hubs within the motor network and their neurophysiology determines clinical function. Establishing biomarkers of motor cortex function is imperative for developing and evaluating restorative interventional strategies. Proton magnetic resonance spectroscopy (MRS) quantifies metabolite concentrations indicative of underlying neuronal health and metabolism in vivo. We used functional magnetic resonance imaging (MRI)-guided MRS to investigate motor cortex metabolism in children with perinatal stroke...
November 17, 2016: Human Brain Mapping
https://www.readbyqxmd.com/read/27859903/corticostriatal-connectivity-fingerprints-probability-maps-based-on-resting-state-functional-connectivity
#20
Ellen Jaspers, Joshua H Balsters, Pegah Kassraian Fard, Dante Mantini, Nicole Wenderoth
Over the last decade, structure-function relationships have begun to encompass networks of brain areas rather than individual structures. For example, corticostriatal circuits have been associated with sensorimotor, limbic, and cognitive information processing, and damage to these circuits has been shown to produce unique behavioral outcomes in Autism, Parkinson's Disease, Schizophrenia and healthy ageing. However, it remains an open question how abnormal or absent connectivity can be detected at the individual level...
November 12, 2016: Human Brain Mapping
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