Correction: A Multi-Methodological MR Resting State Network Analysis to Assess the Changes in Brain Physiology of Children with ADHD

Alonso, Benito de Celis; Tobón, Silvia Hidalgo; Suárez, Pilar Dies; Garcia, Julio; Carrillo, Benito de Celis; Pérez, Eduardo Barragán

doi:10.1371/journal.pone.0143785

Cited by 3 publications

(3 citation statements)

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“…Knowing if individually we could use MOXO to accurately diagnose and quantify ADHD and the results of a patient with this disorder are different from those of a control patient. This is a point of great interest since, based on previous experience, statistically significant differences between groups were usually found in ADHD, but at the individual level, the variability between patients made individual comparisons and analyses unfeasible ( Alonso et al, 2015 ).…”

Section: Discussionmentioning

confidence: 99%

“…Functional magnetic resonance imaging with BOLD contrast is an imaging technique that highlights the areas of the central nervous system (CNS) that change their energy consumption (oxygen) during neurological activity ( Uğurbil, 2018 ). It is known that this contrast varies with different types of diseases such as: neurodegenerative ( de Celis et al, 2015 ), neurological disorders ( Alonso et al, 2015 ), and even simple plastic learning processes ( de Celis et al, 2012 ). It is therefore an ideal instrument to study the response of ADHD patients to different stimuli.…”

Section: Introductionmentioning

confidence: 99%

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BOLD Activation During the Application of MOXO-CPT in School Patients With and Without Attention Deficit Hyperactivity Disorder

García Beristain,

de Celis Alonso,

Barragan Perez

et al. 2023

J Atten Disord

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Introduction: Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder that affects 3% of children in the world. Objective: In this work, we seek to compare the different brain activations of pediatric patients with and without ADHD. Methods: A functional resonance examination with BOLD contrast was applied using the MOXO-CPT test (Continuous Performance test with single and double visual-auditory distractors). Results: Differences in BOLD activation were observed indicating that control children regularly presented negative BOLD activations that were not found in children with ADHD. Inhibitory activity in audiovisual association zones in control patients was greater than in patients with ADHD. The inhibition in the frontal and motor regions in the controls contrasted with the overactivation of the motor areas in patients with ADHD, this, together with the detection of cerebellar activation which attempted to modulate the responses of the different areas that lead to executive failure in patients with ADHD. Conclusions: In view of these results, it can be argued that the lack of inhibition of ADHD patients in their executive functions led to a disorganization of the different brain systems.

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Section: Discussionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

BOLD Activation During the Application of MOXO-CPT in School Patients With and Without Attention Deficit Hyperactivity Disorder

García Beristain,

de Celis Alonso,

Barragan Perez

et al. 2023

J Atten Disord

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“…In the existing studies on computer-aided ADHD diagnosis, ALFF 7,[27][28][29] , ReHo [30][31][32] , fALFF [33][34][35] , PCderived FC [36][37][38][39] and SR-derived FC 40,41 mentioned above were widely adopted as potential predictors.…”

Section: Introductionmentioning

confidence: 99%

Multiple Measurement Analysis of Resting-State fMRI for ADHD Classification in Adolescent Brain from the ABCD Study

Wang²,

Zhou

et al. 2022

Preprint

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Attention deficit hyperactivity disorder (ADHD) is one of the most common psychiatric disorders in school-aged children. Its accurate diagnosis looks after patients’ interests well with effective treatment, which is important to them and their family. Studies have investigated the resting-state functional magnetic resonance imaging (rsfMRI) to characterize the abnormal brain function by computing the voxel-wise measures and Pearson’s correlation (PC)-based functional connectivity (FC) for ADHD diagnosis. It is still a challenging problem to explore the powerful measures of rsfMRI to improve ADHD diagnosis. To this end, this paper proposes an automated ADHD classification framework by fusion of multiple measures of rsfMRI in adolescent brain. First, we extract the voxel-wise measures and ROI-wise time series from the brain regions of rsfMRI after preprocessing. Then, to extract the multiple functional connectivities, we compute the PC-derived FCs including the topographical information-based HOFC (tHOFC) and dynamics-based HOFC (dHOFC), as well as the sparse representation (SR)-derived FCs including the group SR (GSR), strength and similarity guided GSR (SSGSR) and sparse low-rank (SLR). Finally, these multiple measures are combined with multiple kernel learning (MKL) model for ADHD classification. The proposed method is tested with the Adolescent Brain and Cognitive Development (ABCD) dataset. The results show that the FCs of dHOFC and SLR perform better than the others. Fusing multiple measures achieves the best classification performance (AUC = 0.740, accuracy = 0.6916), superior to the single measure and the previous studies. We have also identified the most discriminative FCs and brain regions for ADHD diagnosis, which are consistent with those of published literature.

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Neural basis underlying the relation between boredom proneness and procrastination: The role of functional coupling between precuneus/cuneus and posterior cingulate cortex

et al. 2021

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Correction: A Multi-Methodological MR Resting State Network Analysis to Assess the Changes in Brain Physiology of Children with ADHD

Cited by 3 publications

References 1 publication

BOLD Activation During the Application of MOXO-CPT in School Patients With and Without Attention Deficit Hyperactivity Disorder

BOLD Activation During the Application of MOXO-CPT in School Patients With and Without Attention Deficit Hyperactivity Disorder

Multiple Measurement Analysis of Resting-State fMRI for ADHD Classification in Adolescent Brain from the ABCD Study

Neural basis underlying the relation between boredom proneness and procrastination: The role of functional coupling between precuneus/cuneus and posterior cingulate cortex

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