Wearable Inertial Sensors to Assess Standing Balance: A Systematic Review.
IMU
Parkinson’s disease
accelerometers
fall risk
inertial sensors
postural balance
postural sway
posturography
validation
wearable
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
20 Sep 2019
20 Sep 2019
Historique:
received:
29
07
2019
revised:
12
09
2019
accepted:
17
09
2019
entrez:
25
9
2019
pubmed:
25
9
2019
medline:
17
3
2020
Statut:
epublish
Résumé
Wearable sensors are de facto revolutionizing the assessment of standing balance. The aim of this work is to review the state-of-the-art literature that adopts this new posturographic paradigm, i.e., to analyse human postural sway through inertial sensors directly worn on the subject body. After a systematic search on PubMed and Scopus databases, two raters evaluated the quality of 73 full-text articles, selecting 47 high-quality contributions. A good inter-rater reliability was obtained (Cohen's kappa = 0.79). This selection of papers was used to summarize the available knowledge on the types of sensors used and their positioning, the data acquisition protocols and the main applications in this field (e.g., "active aging", biofeedback-based rehabilitation for fall prevention, and the management of Parkinson's disease and other balance-related pathologies), as well as the most adopted outcome measures. A critical discussion on the validation of wearable systems against gold standards is also presented.
Identifiants
pubmed: 31547181
pii: s19194075
doi: 10.3390/s19194075
pmc: PMC6806601
pii:
doi:
Types de publication
Journal Article
Review
Systematic Review
Langues
eng
Sous-ensembles de citation
IM
Références
Int J Geriatr Psychiatry. 2007 Jul;22(7):613-26
pubmed: 17236251
PLoS One. 2015 Apr 20;10(4):e0123705
pubmed: 25894561
Arch Gen Psychiatry. 2010 Mar;67(3):220-9
pubmed: 20194822
Neurosci Lett. 2016 Jan 1;610:24-9
pubmed: 26522373
Physiol Meas. 2012 Dec;33(12):2049-63
pubmed: 23151494
Pain. 2004 Jun;109(3):420-31
pubmed: 15157703
J Neuroeng Rehabil. 2016 Mar 12;13:24
pubmed: 26969628
J Biomech. 2018 Apr 11;71:59-66
pubmed: 29459070
Arch Phys Med Rehabil. 2017 Apr;98(4):649-658
pubmed: 27670925
EFORT Open Rev. 2017 Mar 13;1(5):112-120
pubmed: 28461937
Mil Med. 2018 Mar 1;183(suppl_1):327-332
pubmed: 29635623
IEEE Trans Biomed Eng. 2011 Jun;58(6):1752-61
pubmed: 21335305
Clin Interv Aging. 2018 Jan 24;13:143-150
pubmed: 29416322
Gait Posture. 2016 Jan;43:233-8
pubmed: 26514831
Gait Posture. 2017 Jul;56:76-81
pubmed: 28521148
PLoS One. 2015 Aug 10;10(8):e0135255
pubmed: 26258497
Gait Posture. 2019 Jan;67:160-165
pubmed: 30340129
J Phys Ther Sci. 2014 Mar;26(3):447-50
pubmed: 24707105
Gait Posture. 2018 Sep;65:169-175
pubmed: 30558926
Sensors (Basel). 2014 Jun 18;14(6):10691-708
pubmed: 24945676
Am J Health Syst Pharm. 2001 Nov 15;58(22):2173-81; quiz 2182-3
pubmed: 11760921
J Appl Biomech. 2015 Jun;31(3):159-63
pubmed: 25558822
Gait Posture. 2014;39(1):410-4
pubmed: 24001870
J Neuroeng Rehabil. 2014 Nov 27;11:158
pubmed: 25431092
Sensors (Basel). 2017 Sep 12;17(9):
pubmed: 28895897
Gait Posture. 2012 Apr;35(4):573-8
pubmed: 22277368
J Bodyw Mov Ther. 2011 Jan;15(1):82-91
pubmed: 21147423
Mov Disord. 2018 Aug;33(8):1287-1297
pubmed: 29701258
J Neuroeng Rehabil. 2012 Aug 22;9:59
pubmed: 22913719
Exp Gerontol. 2016 Dec 1;85:48-58
pubmed: 27666186
J Healthc Eng. 2016;2016:
pubmed: 27195465
Ann Biomed Eng. 2017 Sep;45(9):2135-2145
pubmed: 28540448
Comput Methods Programs Biomed. 2017 Feb;139:191-195
pubmed: 28187890
BMC Geriatr. 2018 Jan 16;18(1):14
pubmed: 29338695
Eur J Phys Rehabil Med. 2010 Jun;46(2):239-48
pubmed: 20485226
Gait Posture. 2015 Feb;41(2):535-9
pubmed: 25544692
J Athl Train. 2018 Dec;53(12):1166-1172
pubmed: 30605371
J Am Podiatr Med Assoc. 2013 Nov-Dec;103(6):498-507
pubmed: 24297986
Haemophilia. 2017 Sep;23(5):e419-e426
pubmed: 28722821
Gait Posture. 2011 Apr;33(4):594-9
pubmed: 21333541
Expert Rev Neurother. 2018 Nov;18(11):887-898
pubmed: 30301382
Med Eng Phys. 2010 Mar;32(2):119-25
pubmed: 19942472
Conf Proc IEEE Eng Med Biol Soc. 2004;1:651-4
pubmed: 17271761
J Neuroeng Rehabil. 2014 Sep 11;11:136
pubmed: 25212257
J Geriatr Phys Ther. 2019 Jan/Mar;42(1):48-56
pubmed: 29384813
J Neuroeng Rehabil. 2015 Sep 01;12:74
pubmed: 26324067
J Phys Act Health. 2012 Jan;9 Suppl 1:S29-36
pubmed: 22287445
Sensors (Basel). 2018 Nov 14;18(11):null
pubmed: 30441843
Phys Ther. 2015 Mar;95(3):461-70
pubmed: 25504484
Sensors (Basel). 2017 Jun 03;17(6):
pubmed: 28587188
Gait Posture. 2011 Jun;34(2):248-53
pubmed: 21646021
J Neuroeng Rehabil. 2013 Aug 08;10(1):91
pubmed: 23927446
Phys Ther. 2016 Nov;96(11):1734-1743
pubmed: 27149959
Gerontology. 2018;64(1):74-89
pubmed: 29130977
Mov Disord. 2013 Oct;28(12):1628-37
pubmed: 24030855
Comput Methods Programs Biomed. 2018 Jul;161:191-195
pubmed: 29852961
Gait Posture. 2015 Feb;41(2):459-64
pubmed: 25480163
Gait Posture. 2016 May;46:26-9
pubmed: 27131172
IEEE Trans Inf Technol Biomed. 2011 May;15(3):481-90
pubmed: 21349795
Parkinsonism Relat Disord. 2011 Aug;17(7):557-62
pubmed: 21641263
Med Devices (Auckl). 2015 Nov 05;8:447-55
pubmed: 26604839
J Neuroeng Rehabil. 2017 May 22;14(1):43
pubmed: 28532417
Neurol Res. 2018 Jun;40(6):491-498
pubmed: 29869975
Gerontology. 2015;61(6):567-74
pubmed: 25721132
Hum Mov Sci. 2013 Jun;32(3):445-56
pubmed: 23628360
Med Sci Sports Exerc. 2014 Aug;46(8):1610-6
pubmed: 24500539
Clin Biomech (Bristol, Avon). 2017 Feb;42:79-84
pubmed: 28110244
Gait Posture. 2014;39(1):501-5
pubmed: 24074730
J Clin Epidemiol. 2009 Oct;62(10):1006-12
pubmed: 19631508
Sensors (Basel). 2018 Aug 24;18(9):null
pubmed: 30149564
Arch Gerontol Geriatr. 2017 Nov;73:222-226
pubmed: 28843965
Gerontology. 2006;52(1):1-16
pubmed: 16439819
Sensors (Basel). 2016 Mar 25;16(4):434
pubmed: 27023558
Arch Phys Med Rehabil. 2014 Feb;95(2):353-9
pubmed: 24200875
J Med Syst. 2018 May 29;42(7):119
pubmed: 29845455
IEEE Trans Neural Syst Rehabil Eng. 2014 Sep;22(5):1064-71
pubmed: 24760912
Front Neurol. 2017 Jul 25;8:361
pubmed: 28790972
J Athl Train. 2018 Jun;53(6):597-605
pubmed: 29897278
Comput Methods Biomech Biomed Engin. 2014;17 Suppl 1:182-3
pubmed: 25074225