A simple tool to measure spasticity in spinal cord injury subjects

This work presents a wearable device and the algorithms for quantitative modelling of joint spasticity and its application in a pilot group of subjects with different levels of spinal cord injury. The device comprises light-weight instrumented handles to measure the interaction force between the sub...

Full description

Saved in:
Bibliographic Details
Published inIEEE International Conference on Rehabilitation Robotics Vol. 2017; pp. 1590 - 1596
Main Authors Arami, Arash, Tagliamonte, Nevio L., Tamburella, Federica, Huang, Hsieng-Yung, Molinari, Marco, Burdet, Etienne
Format Conference Proceeding Journal Article
LanguageEnglish
Published United States IEEE 01.07.2017
Subjects
Online AccessGet full text
ISSN1945-7901
1945-7901
DOI10.1109/ICORR.2017.8009475

Cover

Abstract This work presents a wearable device and the algorithms for quantitative modelling of joint spasticity and its application in a pilot group of subjects with different levels of spinal cord injury. The device comprises light-weight instrumented handles to measure the interaction force between the subject and the physical therapist performing the tests, EMG sensors and inertial measurement units to measure muscle activity and joint kinematics. Experimental tests included the passive movement of different body segments, where the spasticity was expected, at different velocities. Tonic stretch reflex thresholds and their velocity modulation factor are computed, as a quantitative index of spasticity, by using the kinematics data at the onset of spasm detected through thresholding the EMG data. This technique was applied to two spinal cord injury subjects. The proposed method allowed the analysis of spasticity at muscle and joint levels. The obtained results are in line with the expert diagnosis and qualitative spasticity characterisation on each individual.
AbstractList This work presents a wearable device and the algorithms for quantitative modelling of joint spasticity and its application in a pilot group of subjects with different levels of spinal cord injury. The device comprises light-weight instrumented handles to measure the interaction force between the subject and the physical therapist performing the tests, EMG sensors and inertial measurement units to measure muscle activity and joint kinematics. Experimental tests included the passive movement of different body segments, where the spasticity was expected, at different velocities. Tonic stretch reflex thresholds and their velocity modulation factor are computed, as a quantitative index of spasticity, by using the kinematics data at the onset of spasm detected through thresholding the EMG data. This technique was applied to two spinal cord injury subjects. The proposed method allowed the analysis of spasticity at muscle and joint levels. The obtained results are in line with the expert diagnosis and qualitative spasticity characterisation on each individual.
This work presents a wearable device and the algorithms for quantitative modelling of joint spasticity and its application in a pilot group of subjects with different levels of spinal cord injury. The device comprises light-weight instrumented handles to measure the interaction force between the subject and the physical therapist performing the tests, EMG sensors and inertial measurement units to measure muscle activity and joint kinematics. Experimental tests included the passive movement of different body segments, where the spasticity was expected, at different velocities. Tonic stretch reflex thresholds and their velocity modulation factor are computed, as a quantitative index of spasticity, by using the kinematics data at the onset of spasm detected through thresholding the EMG data. This technique was applied to two spinal cord injury subjects. The proposed method allowed the analysis of spasticity at muscle and joint levels. The obtained results are in line with the expert diagnosis and qualitative spasticity characterisation on each individual.This work presents a wearable device and the algorithms for quantitative modelling of joint spasticity and its application in a pilot group of subjects with different levels of spinal cord injury. The device comprises light-weight instrumented handles to measure the interaction force between the subject and the physical therapist performing the tests, EMG sensors and inertial measurement units to measure muscle activity and joint kinematics. Experimental tests included the passive movement of different body segments, where the spasticity was expected, at different velocities. Tonic stretch reflex thresholds and their velocity modulation factor are computed, as a quantitative index of spasticity, by using the kinematics data at the onset of spasm detected through thresholding the EMG data. This technique was applied to two spinal cord injury subjects. The proposed method allowed the analysis of spasticity at muscle and joint levels. The obtained results are in line with the expert diagnosis and qualitative spasticity characterisation on each individual.
Author Tamburella, Federica
Huang, Hsieng-Yung
Tagliamonte, Nevio L.
Arami, Arash
Molinari, Marco
Burdet, Etienne
Author_xml – sequence: 1
  givenname: Arash
  surname: Arami
  fullname: Arami, Arash
  email: a.arami@imperial.ac.uk
  organization: Human Robotics Group, Imperial College London, London, UK
– sequence: 2
  givenname: Nevio L.
  surname: Tagliamonte
  fullname: Tagliamonte, Nevio L.
  email: n.tagliamonte@hsantalucia.it
  organization: Neurorehabilitation 1 and Spinal Center, Foundation Santa Lucia, Rome, Italy
– sequence: 3
  givenname: Federica
  surname: Tamburella
  fullname: Tamburella, Federica
  organization: Neurorehabilitation 1 and Spinal Center, Foundation Santa Lucia, Rome, Italy
– sequence: 4
  givenname: Hsieng-Yung
  surname: Huang
  fullname: Huang, Hsieng-Yung
  organization: Human Robotics Group, Imperial College London, London, UK
– sequence: 5
  givenname: Marco
  surname: Molinari
  fullname: Molinari, Marco
  organization: Neurorehabilitation 1 and Spinal Center, Foundation Santa Lucia, Rome, Italy
– sequence: 6
  givenname: Etienne
  surname: Burdet
  fullname: Burdet, Etienne
  organization: Human Robotics Group, Imperial College London, London, UK
BackLink https://www.ncbi.nlm.nih.gov/pubmed/28814047$$D View this record in MEDLINE/PubMed
BookMark eNpNkMlqwzAQhtWS0izNC7RQdOzF6WixJR3T0CUQCIT2bGRJBgVvtexD3r6CpKWXmfmYj4F_5mjStI1D6J7AihBQz9vN_nBYUSBiJQEUF-kVmpOUyYxSlbFrNCOKp4lQQCb_5ilahnAEAEKjKbJbNKVSEg5czNDLGgdfd5XDQ9tWseDa6TD2DodOh8EbP5ywbyL5RlfYtL2NeBz7Ew5jcXRmCHfoptRVcMtLX6Cvt9fPzUey279vN-td4ikjQ1IU1AijmSgJExZoAaSU3EJEDlpKW5RWc0OcYTazwLgqJTOGSZtmRqUZW6Cn892ub79HF4a89sG4qtKNa8eQE8ViJMU5jerjRR2L2tm8632t-1P-mzsKD2fBO-f-1pevsh_zuWge
ContentType Conference Proceeding
Journal Article
DBID 6IE
6IL
CBEJK
RIE
RIL
CGR
CUY
CVF
ECM
EIF
NPM
7X8
DOI 10.1109/ICORR.2017.8009475
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP All) 1998-Present
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
MEDLINE - Academic
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
DatabaseTitleList MEDLINE

MEDLINE - Academic
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 3
  dbid: RIE
  name: IEEE Xplore (IEEE/IET Electronic Library - IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Occupational Therapy & Rehabilitation
EISBN 1538622963
9781538622964
EISSN 1945-7901
EndPage 1596
ExternalDocumentID 28814047
8009475
Genre orig-research
Journal Article
GroupedDBID 6IE
6IF
6IK
6IL
6IN
AAJGR
AAWTH
ADZIZ
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CBEJK
CHZPO
IPLJI
OCL
RIE
RIL
RNS
CGR
CUY
CVF
ECM
EIF
NPM
7X8
ID FETCH-LOGICAL-i231t-bb2c7ca37f137d02b01f84d0f1340a88dbfda4c1ec3d6d0349f83cc38d56c9563
IEDL.DBID RIE
ISSN 1945-7901
IngestDate Fri Jul 11 11:32:00 EDT 2025
Wed Feb 19 02:43:15 EST 2025
Wed Aug 27 02:38:36 EDT 2025
IsPeerReviewed false
IsScholarly true
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i231t-bb2c7ca37f137d02b01f84d0f1340a88dbfda4c1ec3d6d0349f83cc38d56c9563
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
PMID 28814047
PQID 1930479442
PQPubID 23479
PageCount 7
ParticipantIDs ieee_primary_8009475
pubmed_primary_28814047
proquest_miscellaneous_1930479442
PublicationCentury 2000
PublicationDate 2017-Jul
PublicationDateYYYYMMDD 2017-07-01
PublicationDate_xml – month: 07
  year: 2017
  text: 2017-Jul
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
PublicationTitle IEEE International Conference on Rehabilitation Robotics
PublicationTitleAbbrev ICORR
PublicationTitleAlternate IEEE Int Conf Rehabil Robot
PublicationYear 2017
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssj0001286276
Score 2.0650039
Snippet This work presents a wearable device and the algorithms for quantitative modelling of joint spasticity and its application in a pilot group of subjects with...
SourceID proquest
pubmed
ieee
SourceType Aggregation Database
Index Database
Publisher
StartPage 1590
SubjectTerms Algorithms
Biomechanical Phenomena
Electromyography
Electromyography - instrumentation
Equipment Design
Female
Foot
Foot - physiopathology
Humans
Instruments
Kinematics
Leg - physiopathology
Muscle Spasticity - diagnosis
Muscle Spasticity - physiopathology
Muscle, Skeletal
Muscles
Sensors
Signal Processing, Computer-Assisted - instrumentation
Spinal Cord Injuries - physiopathology
Torque
Wearable Electronic Devices
Title A simple tool to measure spasticity in spinal cord injury subjects
URI https://ieeexplore.ieee.org/document/8009475
https://www.ncbi.nlm.nih.gov/pubmed/28814047
https://www.proquest.com/docview/1930479442
Volume 2017
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3JTsMwEB2VnjixFSibjAScSJvETuweoQIBEosqkHqr4k0qS4JocuHr8SRNWAQSlyhzcGT5jeLn8cwbgANBjY0DhRF3xj1GTeQlQsReSKmUUZT4ocZ65-ub-OKBXY2jcQuOm1oYY0yZfGZ6-Fre5etMFRgq6wvMg-PRAixwPqhqtb7EUxw353FdF-MP-pfD29EIk7d4bz4QlX8FSjw1zVT-5pXl_nK-BNf1zKq0kqdekcueev8h2vjfqS9D57OSj9w1e9QKtEy6CodfpYXJfaUrQI7I6Jtq9xqcnpDZFNWDSZ5lz-5BXqqIInG_IdR3dgyeTFNnYWstgudYZz46lMiskBjgmXXg4fzsfnjhzXsueFPH9HJPylBxlVBuA8q1H0o_sIJp35nMdyhqaXXCVGAU1bFGcRsrqFJU6ChW7qxF16GdZqnZBEJ9FUZ6kDBfMMZoIuzA6lCygFnOrIy6sIbrNHmtZDUm8yXqwn4NycS5Ot5fJKnJitnEcc1SEJ-FXdiosGoG17hu_f7RbVhER6jybHegnb8VZtexiVzulW70AUgCyEA
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lj9MwEB6VcoDTLrSwZXkYCTiRNont2D2yFVULbUFVK-0til9Sd5cE0eSyv349SVu6CCQulufgyPKM4m_GM98AvJPUuiTSGHFnImDU8iCTMgliSpXiPAtjg_XO80UyWbMvl_yyBR8PtTDW2jr5zPZxWr_lm0JXGCobSMyDE_wBPOTeqxBNtdZRRMWjc5HsK2PC4WA6-rZcYvqW6O-WIvevRJKnQzuVfyPL-oYZn8B8v7cmseS6X5Wqr2__oG38382fQvd3LR_5frilnkDL5k_h_TG5MFk1zALkA1ne4-3uwMUnst0gfzApi-LGD-RHE1Mk_keEDM8ew5NN7iVsrkXQk_XildcT2VYKQzzbLqzHn1ejSbDruhBsPNYrA6ViLXRGhYuoMGGswshJZkIvstDr0ShnMqYjq6lJDNLbOEm1ptLwRHtviz6Ddl7k9gwIDXXMzTBjoWSM0Uy6oTOxYhFzgjnFe9DBc0p_NsQa6e6IevB2r5LUGzu-YGS5Lapt6tFmTYnP4h48b3R1WLzX64u_f_QNPJqs5rN0Nl18PYfHaBRN1u1LaJe_KvvKY4tSva5N6g73I8uR
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=proceeding&rft.title=IEEE+International+Conference+on+Rehabilitation+Robotics&rft.atitle=A+simple+tool+to+measure+spasticity+in+spinal+cord+injury+subjects&rft.au=Arami%2C+Arash&rft.au=Tagliamonte%2C+Nevio+L.&rft.au=Tamburella%2C+Federica&rft.au=Huang%2C+Hsieng-Yung&rft.date=2017-07-01&rft.pub=IEEE&rft.eissn=1945-7901&rft.spage=1590&rft.epage=1596&rft_id=info:doi/10.1109%2FICORR.2017.8009475&rft_id=info%3Apmid%2F28814047&rft.externalDocID=8009475
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1945-7901&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1945-7901&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1945-7901&client=summon