Assessing Pediatric Mild Traumatic Brain Injury and Its Recovery Using Resting-State Magnetoencephalography Source Magnitude Imaging and Machine Learning.
delta rhythm
gamma rhythm
machine learning
pediatric traumatic brain injury
resting-state MEG
Journal
Journal of neurotrauma
ISSN: 1557-9042
Titre abrégé: J Neurotrauma
Pays: United States
ID NLM: 8811626
Informations de publication
Date de publication:
06 2023
06 2023
Historique:
pmc-release:
01
06
2024
medline:
5
6
2023
pubmed:
9
3
2023
entrez:
8
3
2023
Statut:
ppublish
Résumé
The objectives of this machine-learning (ML) resting-state magnetoencephalography (rs-MEG) study involving children with mild traumatic brain injury (mTBI) and orthopedic injury (OI) controls were to define a neural injury signature of mTBI and to delineate the pattern(s) of neural injury that determine behavioral recovery. Children ages 8-15 years with mTBI (
Identifiants
pubmed: 36884305
doi: 10.1089/neu.2022.0220
pmc: PMC10259613
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, U.S. Gov't, Non-P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
1112-1129Subventions
Organisme : NICHD NIH HHS
ID : R01 HD088438
Pays : United States
Références
Mol Psychiatry. 2012 May;17(5):537-48
pubmed: 21468034
J Neurosci. 2011 Sep 21;31(38):13442-51
pubmed: 21940437
Med Image Comput Comput Assist Interv. 2006;9(Pt 2):58-66
pubmed: 17354756
Cortex. 2022 Sep;154:89-104
pubmed: 35763900
Neurology. 2008 Mar 18;70(12):948-55
pubmed: 18347317
Neuroimage. 2019 Oct 1;199:598-608
pubmed: 31141737
Radiology. 2015 Dec;277(3):793-800
pubmed: 26079380
J Neurotrauma. 2011 Jun;28(6):947-59
pubmed: 21449683
Magn Reson Med. 2018 Jun;79(6):3055-3071
pubmed: 29115689
Neuroimage Clin. 2015 Sep 21;9:519-31
pubmed: 26640764
IEEE Trans Med Imaging. 2018 Jun;37(6):1310-1321
pubmed: 29870361
Med Phys. 2017 Dec;44(12):6209-6224
pubmed: 28944971
Neurology. 2017 Nov 21;89(21):2157-2166
pubmed: 29070666
Cereb Cortex. 2020 Jan 10;30(1):283-295
pubmed: 31041986
Childs Nerv Syst. 2017 Oct;33(10):1683-1692
pubmed: 29149383
Magn Reson Med. 2019 Jun;81(6):3840-3853
pubmed: 30666723
J Neurotrauma. 2020 Sep 1;37(17):1892-1901
pubmed: 32178577
Radiology. 2016 Jun;279(3):859-66
pubmed: 26829524
J Neurotrauma. 2015 Feb 15;32(4):265-71
pubmed: 25010041
Brain Topogr. 2018 Nov;31(6):1037-1046
pubmed: 30097835
Radiology. 2014 Sep;272(3):815-23
pubmed: 24802388
J Head Trauma Rehabil. 2017 Nov/Dec;32(6):413-424
pubmed: 28422893
Neuroimage. 2006 Apr 1;30(2):436-43
pubmed: 16300968
J Neurotrauma. 2014 Oct 1;31(19):1617-24
pubmed: 24786802
Arch Pediatr Adolesc Med. 2012 Jul 1;166(7):615-22
pubmed: 22393171
J Am Acad Child Adolesc Psychiatry. 1998 Aug;37(8):832-40
pubmed: 9695445
Electroencephalogr Clin Neurophysiol. 1998 Feb;106(2):101-7
pubmed: 9741769
Eur J Neurosci. 2022 Jan;55(1):318-336
pubmed: 34841600
J Neurotrauma. 2012 Mar 1;29(4):678-705
pubmed: 21644810
J Neurosurg. 2013 Jun;118(6):1306-16
pubmed: 23600939
Neurology. 1977 Apr;27(4):326-33
pubmed: 557774
Neuron. 2010 Nov 4;68(3):557-69
pubmed: 21040854
AJNR Am J Neuroradiol. 1999 May;20(5):857-66
pubmed: 10369357
Med Biol Eng Comput. 2008 Sep;46(9):923-32
pubmed: 18196307
J Neurosci. 2012 Dec 12;32(50):17961-9
pubmed: 23238712
IEEE Trans Pattern Anal Mach Intell. 2013 Jan;35(1):221-31
pubmed: 22392705
Pediatrics. 2012 Jan;129(1):28-37
pubmed: 22129537
Cereb Cortex. 2019 May 1;29(5):1953-1968
pubmed: 29668852
Pediatr Neurol. 2015 Dec;53(6):491-7
pubmed: 26421987
Lancet. 1974 Jul 13;2(7872):81-4
pubmed: 4136544
PLoS Comput Biol. 2016 Dec 1;12(12):e1004914
pubmed: 27906973
Diagnostics (Basel). 2021 Dec 30;12(1):
pubmed: 35054252
Hum Brain Mapp. 2018 Nov;39(11):4276-4289
pubmed: 29964356
Nature. 1996 Oct 17;383(6601):621-4
pubmed: 8857537
Neuron. 2013 Sep 18;79(6):1152-68
pubmed: 24050403
J Neurotrauma. 2015 Oct 1;32(19):1510-21
pubmed: 25808909
Brain Res. 1978 Mar 31;143(3):475-86
pubmed: 647373
Neuroimage. 2014 Jan 1;84:585-604
pubmed: 24055704
Brain Topogr. 2004 Summer;16(4):269-75
pubmed: 15379226
Brain Imaging Behav. 2018 Aug;12(4):962-973
pubmed: 28812290
Neuroimage. 2007 Sep 1;37(3):731-48
pubmed: 17658272
Neurosurgery. 2014 Oct;75 Suppl 4:S24-33
pubmed: 25232881
Curr Neurol Neurosci Rep. 2016 May;16(5):44
pubmed: 27021773
Brain. 2009 Mar;132(Pt 3):684-94
pubmed: 19153150
Sports Med Arthrosc Rev. 2016 Sep;24(3):e42-52
pubmed: 27482782
Cereb Cortex. 2017 Dec 1;27(12):5509-5524
pubmed: 27909008
Neural Netw. 2000 May-Jun;13(4-5):411-30
pubmed: 10946390
Neuroimage Clin. 2019;23:101842
pubmed: 31108457
Cereb Cortex. 2018 May 1;28(5):1625-1644
pubmed: 28334184
J Clin Exp Neuropsychol. 2002 May;24(3):270-9
pubmed: 11992209
J Neuroimaging. 2013 Apr;23(2):224-7
pubmed: 21988147
J Neurotrauma. 2019 Mar 1;36(5):679-685
pubmed: 30032719
J Int Neuropsychol Soc. 2018 Sep;24(8):781-792
pubmed: 30139405
Medicine (Baltimore). 2016 Jul;95(30):e3973
pubmed: 27472673
Med Sci (Basel). 2021 Mar 25;9(2):
pubmed: 33806153
IEEE Trans Biomed Eng. 1999 Mar;46(3):245-59
pubmed: 10097460
Ann N Y Acad Sci. 1978 Jun 21;310:169-87
pubmed: 290321
J Neurotrauma. 2015 Oct 15;32(20):1567-78
pubmed: 25915107
Neurol Clin Neurophysiol. 2004 Nov 30;2004:35
pubmed: 16012635
Phys Med Biol. 2013 Nov 21;58(22):8153-61
pubmed: 24200837
Phys Med. 2019 Sep;65:99-105
pubmed: 31446358
Neuroimage. 2004;23 Suppl 1:S208-19
pubmed: 15501092
J Neurotrauma. 2013 Jul 15;30(14):1243-9
pubmed: 23406264
J Neurotrauma. 2015 May 15;32(10):723-30
pubmed: 25313896
Electroencephalogr Clin Neurophysiol. 1977 Sep;43(3):346-61
pubmed: 70336
Electroencephalogr Clin Neurophysiol. 1998 Aug;107(2):159-73
pubmed: 9751287
Clin J Sport Med. 2021 Sep 1;31(5):e221-e228
pubmed: 33973883
Pediatr Neurol. 2013 Jan;48(1):24-9
pubmed: 23290016
Neural Regen Res. 2017 Oct;12(10):1562
pubmed: 29171410
J Pediatr Rehabil Med. 2015;8(4):309-19
pubmed: 26684071
Pediatrics. 2010 Aug;126(2):e374-81
pubmed: 20660554
Psychol Med. 1981 Feb;11(1):63-78
pubmed: 7208747
Hum Brain Mapp. 2021 May;42(7):1987-2004
pubmed: 33449442
Hum Brain Mapp. 2020 Feb 1;41(2):561-576
pubmed: 31617298
J Neurotrauma. 2021 Dec;38(23):3341-3351
pubmed: 34714155
J Rehabil Med. 2004 Feb;(43 Suppl):28-60
pubmed: 15083870
Front Neural Circuits. 2018 Oct 31;12:96
pubmed: 30429776
J Neurotrauma. 2010 Feb;27(2):303-7
pubmed: 19877826
Neuroimage Clin. 2021;32:102841
pubmed: 34653838
J Head Trauma Rehabil. 2007 May-Jun;22(3):141-55
pubmed: 17510590
Musculoskelet Sci Pract. 2019 Jul;42:162-165
pubmed: 31085066
Front Neurol. 2021 Jun 24;12:681467
pubmed: 34248824
Brain Imaging Behav. 2018 Apr;12(2):585-612
pubmed: 28337734
Annu Rev Neurosci. 2009;32:209-24
pubmed: 19400723
J Head Trauma Rehabil. 2017 Nov/Dec;32(6):378-384
pubmed: 28520668
Neuroimage. 2017 Apr 1;149:404-414
pubmed: 28131890
Magn Reson Med. 2018 Nov;80(5):2188-2201
pubmed: 29624729
Neuroimage Clin. 2014 Jun 16;5:109-19
pubmed: 25009772
Nature. 2009 Jun 4;459(7247):663-7
pubmed: 19396156
Hum Brain Mapp. 2022 Aug 15;43(12):3809-3823
pubmed: 35467058
AJNR Am J Neuroradiol. 2010 Feb;31(2):340-6
pubmed: 19959772
Neuroimage. 2009 Mar;45(1 Suppl):S173-86
pubmed: 19059349
Hum Brain Mapp. 2015 Feb;36(2):779-92
pubmed: 25363671
Clin Neurophysiol. 2006 Sep;117(9):1885-901
pubmed: 16581292
IEEE Trans Neural Netw. 1999;10(3):626-34
pubmed: 18252563
Neuroimage. 2012 Jul 16;61(4):1067-82
pubmed: 22542638
Clin Neurophysiol. 2016 May;127(5):2308-16
pubmed: 27072104
J Pediatr Rehabil Med. 2015;8(4):285-96
pubmed: 26684069
Can J Psychiatry. 2016 May;61(5):259-69
pubmed: 27254800
Nature. 2018 Mar 29;555(7698):657-661
pubmed: 29562238
Nat Neurosci. 2017 Feb 23;20(3):327-339
pubmed: 28230841
Neuron. 2015 Mar 18;85(6):1332-43
pubmed: 25754826
J Neuropsychiatry Clin Neurosci. 2013 Summer;25(3):187-97
pubmed: 24026712
Neuroimage. 2013 Nov 15;82:403-15
pubmed: 23747961
Neuroimage Clin. 2020;25:102106
pubmed: 31896466
J Int Neuropsychol Soc. 2009 Jan;15(1):19-30
pubmed: 19128525
J Neurotrauma. 2017 Apr 1;34(7):1412-1426
pubmed: 27762653
Nature. 2009 Jun 4;459(7247):698-702
pubmed: 19396159
J Magn Reson Imaging. 2020 Dec;52(6):1701-1713
pubmed: 32592270
J Neurotrauma. 2020 Jul 1;37(13):1504-1511
pubmed: 31964232
J Neurotrauma. 2019 Jan 15;36(2):239-249
pubmed: 29786476
Phys Med Biol. 2018 Jun 25;63(13):135007
pubmed: 29787383
J Neurotrauma. 2020 Apr 1;37(7):994-1001
pubmed: 31724480
Neural Regen Res. 2015 Dec;10(12):2062-71
pubmed: 26889200
Brain Connect. 2015 Mar;5(2):91-101
pubmed: 25242171
MMWR Surveill Summ. 2017 Mar 17;66(9):1-16
pubmed: 28301451