A Systematic Review on Feature Extraction in Electroencephalography-Based Diagnostics and Therapy in Attention Deficit Hyperactivity Disorder.

Adolescent Attention Deficit Disorder with Hyperactivity / diagnosis Child Electroencephalography Evoked Potentials / physiology Humans Memory, Short-Term / physiology
ADHD ERP P300 children executive function

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
29 Jun 2022
Historique:
received: 16 05 2022
revised: 22 06 2022
accepted: 27 06 2022
entrez: 9 7 2022
pubmed: 10 7 2022
medline: 14 7 2022
Statut: epublish

Résumé

A systematic review on electroencephalographic (EEG)-based feature extraction strategies to diagnosis and therapy of attention deficit hyperactivity disorder (ADHD) in children is presented. The analysis is realized at an executive function level to improve the research of neurocorrelates of heterogeneous disorders such as ADHD. The Quality Assessment Tool for Quantitative Studies (QATQS) and field-weighted citation impact metric (Scopus) were used to assess the methodological rigor of the studies and their impact on the scientific community, respectively. One hundred and one articles, concerning the diagnostics and therapy of ADHD children aged from 8 to 14, were collected. Event-related potential components were mainly exploited for executive functions related to the cluster

Identifiants

DOI: 10.3390/s22134934 PMID: 35808424 PMC: PMC9269717
pubmed: 35808424
pii: s22134934
doi: 10.3390/s22134934
pmc: PMC9269717
pii:
doi:

Types de publication

Journal Article Review Systematic Review

Langues

eng

Sous-ensembles de citation

IM

Références

J Atten Disord. 2013 Jul;17(5):420-36
pubmed: 23590978
Annu Rev Psychol. 2013;64:135-68
pubmed: 23020641
J Neural Transm (Vienna). 2008 Oct;115(10):1445-56
pubmed: 18762860
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:363-366
pubmed: 28268350
Dev Cogn Neurosci. 2019 Apr;36:100623
pubmed: 30738306
Brain Dev. 2020 Sep;42(8):555-563
pubmed: 32532641
J Vis Exp. 2020 Mar 12;(157):
pubmed: 32225146
J Child Psychol Psychiatry. 2016 May;57(5):633-44
pubmed: 26748531
Curr Psychiatry Rep. 2014 Nov;16(11):498
pubmed: 25234074
Int J Psychophysiol. 2011 Sep;81(3):230-6
pubmed: 21763729
J Eval Clin Pract. 2012 Feb;18(1):12-8
pubmed: 20698919
Clin Neurophysiol. 2009 Jan;120(1):73-9
pubmed: 19059001
J Am Acad Child Adolesc Psychiatry. 2013 Nov;52(11):1173-82
pubmed: 24157391
World J Biol Psychiatry. 2011 Sep;12 Suppl 1:35-9
pubmed: 21905993
J Clin Exp Neuropsychol. 1994 Apr;16(2):317-22
pubmed: 8021317
Neuron. 2002 Jan 17;33(2):301-11
pubmed: 11804576
Int J Psychophysiol. 2007 Oct;66(1):37-47
pubmed: 17604142
J Clin Exp Neuropsychol. 2002 Sep;24(6):781-91
pubmed: 12424652
Int J Psychophysiol. 2005 Oct;58(1):94-107
pubmed: 15936105
Appl Psychophysiol Biofeedback. 2001 Jun;26(2):127-40
pubmed: 11480163
Georgian Med News. 2010 Sep;(186):50-6
pubmed: 20972277
Brain Res. 2013 Feb 1;1493:68-79
pubmed: 23200900
Dev Cogn Neurosci. 2019 Aug;38:100671
pubmed: 31229834
Appl Psychophysiol Biofeedback. 1998 Sep;23(3):179-88
pubmed: 10384249
Clin Neurophysiol. 2016 May;127(5):2182-91
pubmed: 27072088
Clin Neurophysiol. 2009 Jan;120(1):60-72
pubmed: 19056313
Pediatr Int. 2015 Oct;57(5):930-5
pubmed: 25925420
Clin Neurophysiol. 2008 Nov;119(11):2476-93
pubmed: 18824404
Neurophysiol Clin. 2010 Jun;40(3):137-49
pubmed: 20513613
J Med Syst. 2012 Aug;36(4):2675-88
pubmed: 21671069
J Neural Transm (Vienna). 2014;121(3):315-25
pubmed: 24126573
Biol Psychol. 2021 Apr;161:108080
pubmed: 33744372
Clin EEG Neurosci. 2020 Mar;51(2):94-101
pubmed: 31578889
Biol Psychiatry. 2010 Apr 1;67(7):617-23
pubmed: 20060100
J Huazhong Univ Sci Technolog Med Sci. 2005;25(3):368-70
pubmed: 16201300
Clin EEG Neurosci. 2015 Jul;46(3):177-82
pubmed: 24973230
Front Hum Neurosci. 2018 Jan 18;12:3
pubmed: 29403368
J Am Acad Child Adolesc Psychiatry. 1996 Aug;35(8):1009-17
pubmed: 8755797
Cortex. 2019 Aug;117:96-110
pubmed: 30954695
Front Hum Neurosci. 2015 Jan 07;8:1038
pubmed: 25610390
Phys Rev E Stat Nonlin Soft Matter Phys. 2005 Feb;71(2 Pt 1):021906
pubmed: 15783351
Clin EEG Neurosci. 2015 Apr;46(2):88-93
pubmed: 25326289
Cogn Psychol. 2000 Aug;41(1):49-100
pubmed: 10945922
Behav Res Methods. 2021 Oct;53(5):2083-2091
pubmed: 33754321
Int J Psychophysiol. 2010 Jun;76(3):174-85
pubmed: 20362016
J Clin Exp Neuropsychol. 2018 Sep;40(7):633-649
pubmed: 29258410
Brain Sci. 2017 Dec 20;7(12):
pubmed: 29261133
Georgian Med News. 2011 Mar;(192):47-57
pubmed: 21525539
Neuroimage. 2015 Dec;123:245-52
pubmed: 26119021
PLoS One. 2020 Nov 30;15(11):e0241352
pubmed: 33253237
Neurosciences (Riyadh). 2017 Oct;22(4):287-291
pubmed: 29057854
J Neuropsychol. 2012 Mar;6(1):65-78
pubmed: 22257612
J Neurosci. 2014 Jan 22;34(4):1171-82
pubmed: 24453310
Appl Psychophysiol Biofeedback. 2005 Dec;30(4):365-73
pubmed: 16385424
Clin Neurophysiol. 2012 Oct;123(10):1989-2005
pubmed: 22608481
Clin EEG Neurosci. 2015 Jul;46(3):183-91
pubmed: 24699437
J Child Psychol Psychiatry. 2019 Aug;60(8):917-926
pubmed: 30883769
Dev Psychol. 1999 Jan;35(1):205-13
pubmed: 9923475
Comput Methods Programs Biomed. 2020 Dec;197:105738
pubmed: 32927404
J Clin Med. 2019 Jul 19;8(7):
pubmed: 31330961
Appl Psychophysiol Biofeedback. 2014 Dec;39(3-4):193-202
pubmed: 25199660
Behav Brain Res. 1998 Jul;94(1):111-25
pubmed: 9708844
Child Adolesc Psychiatr Clin N Am. 2000 Jul;9(3):499-510, vi
pubmed: 10944653
J Child Psychol Psychiatry. 2015 Jul;56(7):801-813
pubmed: 25388413
J Clin Epidemiol. 2009 Oct;62(10):e1-34
pubmed: 19631507
Clin Neurophysiol. 2011 Nov;122(11):2227-35
pubmed: 21592856
Dev Neuropsychol. 2015;40(6):329-47
pubmed: 26421914
Appl Psychophysiol Biofeedback. 2016 Mar;41(1):71-9
pubmed: 26346570
IEEE Trans Biomed Eng. 2006 Dec;53(12 Pt 2):2606-9
pubmed: 17152441
J Exp Psychol Gen. 2004 Mar;133(1):101-135
pubmed: 14979754
Eur Neuropsychopharmacol. 2019 Aug;29(8):960-970
pubmed: 31280897
Int J Psychophysiol. 2009 May;72(2):145-53
pubmed: 19095016
J Clin Med. 2020 Jan 15;9(1):
pubmed: 31952353
PLoS One. 2019 May 21;14(5):e0216225
pubmed: 31112554
J Exp Psychol Gen. 1996 Mar;125(1):4-27
pubmed: 8851737
Atten Defic Hyperact Disord. 2010 Mar;2(1):31-42
pubmed: 21432588
Neuropsychologia. 2017 Jul 28;102:45-51
pubmed: 28587767
PLoS Biol. 2012;10(3):e1001293
pubmed: 22479152
Am J Psychiatry. 2012 Oct;169(10):1038-55
pubmed: 22983386
Int J Clin Health Psychol. 2015 Sep-Dec;15(3):217-225
pubmed: 30487839
Int J Psychophysiol. 2005 Jan;55(1):23-34
pubmed: 15598513
Psychol Bull. 1997 Jan;121(1):65-94
pubmed: 9000892
Front Psychol. 2018 May 04;9:660
pubmed: 29780346
Neuroimage Clin. 2018;20:1191-1203
pubmed: 30390574
Worldviews Evid Based Nurs. 2004;1(3):176-84
pubmed: 17163895
Biofeedback Self Regul. 1991 Sep;16(3):201-25
pubmed: 1932259
Int J Neurosci. 1996 Oct;87(1-2):41-61
pubmed: 8913818
Appl Neuropsychol Child. 2020 Jul-Sep;9(3):193-205
pubmed: 30734583
Hum Brain Mapp. 2005 May;25(1):46-59
pubmed: 15846822
Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:414-417
pubmed: 29059898
Neurosci Lett. 2014 Oct 17;582:49-53
pubmed: 25218713
Eur J Neurosci. 2020 Apr;51(8):1815-1826
pubmed: 31821643
PLoS One. 2012;7(10):e46692
pubmed: 23115630
Cereb Cortex. 2007 Aug;17(8):1788-99
pubmed: 17023555
J Clin Exp Neuropsychol. 2016;38(3):361-9
pubmed: 26678277
J Atten Disord. 2017 Feb;21(4):284-293
pubmed: 24214969
Brain Res Bull. 2016 Jun;124:12-20
pubmed: 26995277
Front Syst Neurosci. 2020 Jun 18;14:37
pubmed: 32625068
Front Hum Neurosci. 2014 Aug 21;8:611
pubmed: 25191248
Pediatr Neurol. 2003 Mar;28(3):199-204
pubmed: 12770673
PLoS One. 2016 Mar 01;11(3):e0145288
pubmed: 26930194

Auteurs

Pasquale Arpaia (P)

Department of Electrical Engineering and Information Technologies (DIETI), University of Naples "Federico II", 80121 Naples, Italy.
Interdepartmental Research Center on Management and Innovation in Healthcare (CIRMIS), University of Naples "Federico II", 80121 Naples, Italy.
ORCID: 0000-0002-5192-5922

Attilio Covino (A)

Villa delle Ginestre, Rehabilitation Center, 80040 Naples, Italy.

Loredana Cristaldi (L)

Department of Electronics, Information e Bioengineering, Milan Polytechnic, 20133 Milan, Italy.

Mirco Frosolone (M)

Department of Electrical Engineering and Information Technologies (DIETI), University of Naples "Federico II", 80121 Naples, Italy.
ORCID: 0000-0003-4565-2769

Ludovica Gargiulo (L)

Department of Electrical Engineering and Information Technologies (DIETI), University of Naples "Federico II", 80121 Naples, Italy.

Francesca Mancino (F)

Department of Electrical Engineering and Information Technologies (DIETI), University of Naples "Federico II", 80121 Naples, Italy.

Federico Mantile (F)

Villa delle Ginestre, Rehabilitation Center, 80040 Naples, Italy.

Nicola Moccaldi (N)

Department of Electrical Engineering and Information Technologies (DIETI), University of Naples "Federico II", 80121 Naples, Italy.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female

Evaluation of Low-Value Services Across Major Medicare Advantage Insurers and Traditional Medicare.

Ciara Duggan, Adam L Beckman, Ishani Ganguli et al.
1.00
Humans United States Aged Cross-Sectional Studies Medicare Part C

Effectiveness of Virtual Yoga for Chronic Low Back Pain: A Randomized Clinical Trial.

Hallie Tankha, Devyn Gaskins, Amanda Shallcross et al.
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH

questionsmedicales.fr › Personnes › Tranches d'âge › Adolescent › A Systematic Review on Feature Extraction in...
questionsmedicales.fr › Troubles mentaux › Troubles du développement neurologique › Troubles déficitaires de l'attention et du comportement perturbateur › Trouble déficitaire de l'attention avec hyperactivité › A Systematic Review on Feature Extraction in...
questionsmedicales.fr › Personnes › Tranches d'âge › Enfant › A Systematic Review on Feature Extraction in...
questionsmedicales.fr › Diagnostic › Techniques et procédures diagnostiques › Électrodiagnostic › Électroencéphalographie › A Systematic Review on Feature Extraction in...
questionsmedicales.fr › Phénomènes physiologiques de l'appareil locomoteur et du système nerveux › Phénomènes physiologiques du système nerveux › Excitabilité corticale › Potentiels évoqués › A Systematic Review on Feature Extraction in...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › A Systematic Review on Feature Extraction in...
questionsmedicales.fr › Phénomènes psychologiques › Processus mentaux › Mémoire › Mémoire à court terme › A Systematic Review on Feature Extraction in...