Skip to main content
Top
Published in: Medical & Biological Engineering & Computing 7/2020

13-05-2020 | Original article

An interactive motion-tracking system for home-based assessing and training reach-to-target tasks in stroke survivors—a preliminary study

Authors: Wenke Fan, Yuling Zhang, Qing Mei Wang, Yulong Bai, Yi Wu

Published in: Medical & Biological Engineering & Computing | Issue 7/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Quantitative evaluation and training of the reach-to-target ability in stroke patients are needed for postdischarge rehabilitation, which can be achieved using a motion-tracking system. However, most of these systems are either costly, involve sophisticated parameter interpretation, or are not designed for rehabilitation. We developed an interactive reach-to-target assessment and training system (IRTATS) based on a camera and three marker straps to detect tracking signals. IRTATS supports audiovisual feedback, personal goal setting, and use in a small clinic or home without the internet. This study aims to evaluate the reliability, validity of IRTATS, and its measurement accuracy of the range of motion (ROM). Ninety-nine stroke patients and 20 healthy adults were recruited for the study. Kinematic variables and active joint ROM (AROM) were assessed using IRTATS. The AROM was measured by a universal goniometer, and scores from multiple clinical scales concerning motor and activity capability were calculated. Although the AROMs measured by IRTATS and the goniometer did not agree, IRTATS has clinically acceptable reliability and validity. Three variables in IRTATS could discriminate the motor performance of patients and healthy subjects. IRTATS may provide a new supplement to conventional physiotherapy in the assessment of the reach-to-target ability in stroke patients.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Literature
1.
go back to reference Coupar F, Pollock A, Rowe P, Weir C, Langhorne P (2012) Predictors of upper limb recovery after stroke: a systematic review and meta analysis. Clin Rehabil 26(4):291–313PubMedCrossRef Coupar F, Pollock A, Rowe P, Weir C, Langhorne P (2012) Predictors of upper limb recovery after stroke: a systematic review and meta analysis. Clin Rehabil 26(4):291–313PubMedCrossRef
2.
go back to reference Luinge HJ, Veltink PH (2005) Measuring orientation of human body segments using miniature gyroscopes and accelerometers. Med Biol Eng Comput 43(2):273–282PubMedCrossRef Luinge HJ, Veltink PH (2005) Measuring orientation of human body segments using miniature gyroscopes and accelerometers. Med Biol Eng Comput 43(2):273–282PubMedCrossRef
3.
go back to reference Zheng H, Black ND, Harris N (2005) Position-sensing technologies for movement analysis in stroke rehabilitation. Med Biol Eng Comput 43(4):413–420PubMedCrossRef Zheng H, Black ND, Harris N (2005) Position-sensing technologies for movement analysis in stroke rehabilitation. Med Biol Eng Comput 43(4):413–420PubMedCrossRef
4.
go back to reference Mobini A, Behzadipour S, Saadat M (2015) Test-retest reliability of Kinect’s measurements for the evaluation of upper body recovery of stroke patients. Biomed Eng Online 14:75–88PubMedPubMedCentralCrossRef Mobini A, Behzadipour S, Saadat M (2015) Test-retest reliability of Kinect’s measurements for the evaluation of upper body recovery of stroke patients. Biomed Eng Online 14:75–88PubMedPubMedCentralCrossRef
5.
go back to reference Yavuzer G, Senel A, Atay MB, Stam HJ (2008) “Playstation Eyetoy Games” improve upper extremity-related motor functioning in subacute stroke: a randomized controlled clinical trial. Eur J Phys Rehabil Med 44(3):237–244PubMed Yavuzer G, Senel A, Atay MB, Stam HJ (2008) “Playstation Eyetoy Games” improve upper extremity-related motor functioning in subacute stroke: a randomized controlled clinical trial. Eur J Phys Rehabil Med 44(3):237–244PubMed
6.
go back to reference Neil A, Ens S, Pelletier R, Jarus T, Rand D (2013) Sony PlayStation EyeToy elicits higher levels of movement than the Nintendo Wii: implications for stroke rehabilitation. Eur J Phys Rehabil Med 49(1):13–21PubMed Neil A, Ens S, Pelletier R, Jarus T, Rand D (2013) Sony PlayStation EyeToy elicits higher levels of movement than the Nintendo Wii: implications for stroke rehabilitation. Eur J Phys Rehabil Med 49(1):13–21PubMed
7.
go back to reference Zhang SM, Hu HS, Zhou HY (2008) An interactive Internet-based system for tracking upper limb motion in home-based rehabilitation. Med Biol Eng Comput 46(3):241–249PubMedCrossRef Zhang SM, Hu HS, Zhou HY (2008) An interactive Internet-based system for tracking upper limb motion in home-based rehabilitation. Med Biol Eng Comput 46(3):241–249PubMedCrossRef
8.
go back to reference Rand D, Kizony R, Weiss PT (2008) The Sony PlayStation II EyeToy: low-cost virtual reality for use in rehabilitation. J Neurol Phys Ther 32(4):155–163PubMedCrossRef Rand D, Kizony R, Weiss PT (2008) The Sony PlayStation II EyeToy: low-cost virtual reality for use in rehabilitation. J Neurol Phys Ther 32(4):155–163PubMedCrossRef
9.
go back to reference Michaelsen SM, Jacobs S, Roby-Brami A, Levin MF (2004) Compensation for distal impairments of grasping in adults with hemiparesis. Exp Brain Res 157(2):162–173PubMedCrossRef Michaelsen SM, Jacobs S, Roby-Brami A, Levin MF (2004) Compensation for distal impairments of grasping in adults with hemiparesis. Exp Brain Res 157(2):162–173PubMedCrossRef
10.
go back to reference Lennon SS, Baxter DD, Ashburn AA (2001) Physiotherapy based on the Bobath concept in stroke rehabilitation: a survey within the UK. Disabil Rehabil 23(6):254–262PubMedCrossRef Lennon SS, Baxter DD, Ashburn AA (2001) Physiotherapy based on the Bobath concept in stroke rehabilitation: a survey within the UK. Disabil Rehabil 23(6):254–262PubMedCrossRef
11.
go back to reference de Los Reyes-Guzmán A, Dimbwadyo-Terrer I, Pérez-Nombela S et al (2017) Novel kinematic indices for quantifying upper limb ability and dexterity after cervical spinal cord injury. Med Biol Eng Comput 55(5):833–844PubMedCrossRef de Los Reyes-Guzmán A, Dimbwadyo-Terrer I, Pérez-Nombela S et al (2017) Novel kinematic indices for quantifying upper limb ability and dexterity after cervical spinal cord injury. Med Biol Eng Comput 55(5):833–844PubMedCrossRef
12.
go back to reference Graham JV, Eustace C, Brock K, Swain E, Irwin-Carruthers S (2009) The Bobath concept in contemporary clinical practice. Top Stroke Rehabil 16(1):57–68PubMedCrossRef Graham JV, Eustace C, Brock K, Swain E, Irwin-Carruthers S (2009) The Bobath concept in contemporary clinical practice. Top Stroke Rehabil 16(1):57–68PubMedCrossRef
13.
go back to reference Brunnstrom S (1966) Motor testing procedures in hemiplegia: based on sequential recovery stages. Phys Ther 46(4):357–375PubMedCrossRef Brunnstrom S (1966) Motor testing procedures in hemiplegia: based on sequential recovery stages. Phys Ther 46(4):357–375PubMedCrossRef
14.
go back to reference Bogardus ST Jr, Yueh B, Shekelle PG (2003) Screening and management of adult hearing loss in primary care: clinical applications. JAMA 289(15):1986–1990PubMedCrossRef Bogardus ST Jr, Yueh B, Shekelle PG (2003) Screening and management of adult hearing loss in primary care: clinical applications. JAMA 289(15):1986–1990PubMedCrossRef
15.
go back to reference Singer O, Humpich M, Laufs H, Lanfermann H, Steinmetz H, Neumann-Haefelin T (2006) Conjugate eye deviation in acute stroke: incidence, hemispheric asymmetry, and lesion pattern. Stroke 37(11):2726–2732PubMedCrossRef Singer O, Humpich M, Laufs H, Lanfermann H, Steinmetz H, Neumann-Haefelin T (2006) Conjugate eye deviation in acute stroke: incidence, hemispheric asymmetry, and lesion pattern. Stroke 37(11):2726–2732PubMedCrossRef
16.
go back to reference Tuijl JP, Scholte EM, De Craen AJ et al (2012) Screening for cognitive impairment in older general hospital patients: comparison of the six-item cognitive test with the Mini-Mental Status Examination. Int J Geriatr Psychiatry 27(7):755–762PubMedCrossRef Tuijl JP, Scholte EM, De Craen AJ et al (2012) Screening for cognitive impairment in older general hospital patients: comparison of the six-item cognitive test with the Mini-Mental Status Examination. Int J Geriatr Psychiatry 27(7):755–762PubMedCrossRef
17.
go back to reference Pandyan AD, Johnson GR, Price CI, Curless RH, Barnes MP, Rodgers H (1999) A review of the properties and limitations of the Ashworth and modified Ashworth Scales as measures of spasticity. Clin Rehabil 13(5):373–383PubMedCrossRef Pandyan AD, Johnson GR, Price CI, Curless RH, Barnes MP, Rodgers H (1999) A review of the properties and limitations of the Ashworth and modified Ashworth Scales as measures of spasticity. Clin Rehabil 13(5):373–383PubMedCrossRef
18.
go back to reference Lang CE, Wagner JM, Bastian AJ et al (2005) Deficits in grasp versus reach during acute hemiparesis. Exp Brain Res 166(1):126–136PubMedCrossRef Lang CE, Wagner JM, Bastian AJ et al (2005) Deficits in grasp versus reach during acute hemiparesis. Exp Brain Res 166(1):126–136PubMedCrossRef
19.
go back to reference Riddle DL, Rothstein JM, Lamb RL (1987) Goniometric reliability in a clinical setting. Shoulder measurements. Phys Ther 67(5):668–673PubMedCrossRef Riddle DL, Rothstein JM, Lamb RL (1987) Goniometric reliability in a clinical setting. Shoulder measurements. Phys Ther 67(5):668–673PubMedCrossRef
20.
go back to reference Collins KC, Kennedy NC, Clark A et al (2018) Kinematic components of the reach-to-target movement after stroke for focused rehabilitation interventions: systematic review and meta-analysis. Front Neurol 9:472–495PubMedPubMedCentralCrossRef Collins KC, Kennedy NC, Clark A et al (2018) Kinematic components of the reach-to-target movement after stroke for focused rehabilitation interventions: systematic review and meta-analysis. Front Neurol 9:472–495PubMedPubMedCentralCrossRef
21.
go back to reference De los Reyes-Guzman A, Dimbwadyo-Terrer I, Trincado-Alonso F et al (2014) Quantitative assessment based on kinematic measures of functional impairments during upper extremity movements: a review. Clin Biomech (Bristol, Avon) 29(7):719–727CrossRef De los Reyes-Guzman A, Dimbwadyo-Terrer I, Trincado-Alonso F et al (2014) Quantitative assessment based on kinematic measures of functional impairments during upper extremity movements: a review. Clin Biomech (Bristol, Avon) 29(7):719–727CrossRef
22.
go back to reference Alt Murphy M, Willen C, Sunnerhagen KS (2012) Movement kinematics during a drinking task are associated with the activity capacity level after stroke. Neurorehabil Neural Repair 26(9):1106–1115PubMedCrossRef Alt Murphy M, Willen C, Sunnerhagen KS (2012) Movement kinematics during a drinking task are associated with the activity capacity level after stroke. Neurorehabil Neural Repair 26(9):1106–1115PubMedCrossRef
23.
go back to reference Merlo A, Longhi M, Giannotti E, Prati P, Giacobbi M, Ruscelli E, Mancini A, Ottaviani M, Montanari L, Mazzoli D (2013) Upper limb evaluation with robotic exoskeleton. Normative values for indices of accuracy, speed and smoothness. NeuroRehabilitation 33(4):523–530PubMedCrossRef Merlo A, Longhi M, Giannotti E, Prati P, Giacobbi M, Ruscelli E, Mancini A, Ottaviani M, Montanari L, Mazzoli D (2013) Upper limb evaluation with robotic exoskeleton. Normative values for indices of accuracy, speed and smoothness. NeuroRehabilitation 33(4):523–530PubMedCrossRef
24.
go back to reference Rabadi MH, Rabadi FM (2006) Comparison of the action research arm test and the Fugl-Meyer assessment as measures of upper-extremity motor weakness after stroke. Arch Phys Med Rehabil 87(7):962–966PubMedCrossRef Rabadi MH, Rabadi FM (2006) Comparison of the action research arm test and the Fugl-Meyer assessment as measures of upper-extremity motor weakness after stroke. Arch Phys Med Rehabil 87(7):962–966PubMedCrossRef
25.
go back to reference Ferraro M, Demaio JH, Krol J, Trudell C, Rannekleiv K, Edelstein L, Christos P, Aisen M, England J, Fasoli S, Krebs HI, Hogan N, Volpe BT (2002) Assessing the motor status score: a scale for the evaluation of upper limb motor outcomes in patients after stroke. Neurorehabil Neural Repair 16(3):283–289PubMedCrossRef Ferraro M, Demaio JH, Krol J, Trudell C, Rannekleiv K, Edelstein L, Christos P, Aisen M, England J, Fasoli S, Krebs HI, Hogan N, Volpe BT (2002) Assessing the motor status score: a scale for the evaluation of upper limb motor outcomes in patients after stroke. Neurorehabil Neural Repair 16(3):283–289PubMedCrossRef
26.
go back to reference Platz T, Pinkowski C, van Wijck F, Kim IH, di Bella P, Johnson G (2005) Reliability and validity of arm function assessment with standardized guidelines for the Fugl-Meyer Test, Action Research Arm Test and Box and Blocks Test: a multicentre study. Clin Rehabil 19(4):404–411PubMedCrossRef Platz T, Pinkowski C, van Wijck F, Kim IH, di Bella P, Johnson G (2005) Reliability and validity of arm function assessment with standardized guidelines for the Fugl-Meyer Test, Action Research Arm Test and Box and Blocks Test: a multicentre study. Clin Rehabil 19(4):404–411PubMedCrossRef
27.
go back to reference Nakagawa S, Cuthill IC (2007) Effect size, confidence interval and statistical significance: a practical guide for biologists. Biol Rev 82(4):591–605PubMedCrossRef Nakagawa S, Cuthill IC (2007) Effect size, confidence interval and statistical significance: a practical guide for biologists. Biol Rev 82(4):591–605PubMedCrossRef
28.
go back to reference Booth ML, Owen N, Bauman AE, Gore CJ (1996) Retest reliability of recall measures of leisure-time physical activity in Australian adults. Int J Epidemiol 25(1):153–159PubMedCrossRef Booth ML, Owen N, Bauman AE, Gore CJ (1996) Retest reliability of recall measures of leisure-time physical activity in Australian adults. Int J Epidemiol 25(1):153–159PubMedCrossRef
29.
go back to reference Haley SM, Fragala-Pinkham MA (2006) Interpreting change scores of tests and measures used in physical therapy. Phys Ther 86(5):735–743PubMedCrossRef Haley SM, Fragala-Pinkham MA (2006) Interpreting change scores of tests and measures used in physical therapy. Phys Ther 86(5):735–743PubMedCrossRef
30.
go back to reference Wagner JM, Rhodes JA, Patten C (2008) Reproducibility and minimal detectable change of three-dimensional kinematic analysis of reaching tasks in people with hemiparesis after stroke. Phys Ther 88(5):652–663PubMedCrossRef Wagner JM, Rhodes JA, Patten C (2008) Reproducibility and minimal detectable change of three-dimensional kinematic analysis of reaching tasks in people with hemiparesis after stroke. Phys Ther 88(5):652–663PubMedCrossRef
31.
go back to reference Hoffmann T, Russell T, Cooke H (2007) Remote measurement via the Internet of upper limb range of motion in people who have had a stroke. J Telemed Telecare 13(8):401–405PubMedCrossRef Hoffmann T, Russell T, Cooke H (2007) Remote measurement via the Internet of upper limb range of motion in people who have had a stroke. J Telemed Telecare 13(8):401–405PubMedCrossRef
32.
go back to reference Alt Murphy M, Willen C, Sunnerhagen KS (2011) Kinematic variables quantifying upper-extremity performance after stroke during reaching and drinking from a glass. Neurorehabil Neural Repair 25(1):71–80PubMedCrossRef Alt Murphy M, Willen C, Sunnerhagen KS (2011) Kinematic variables quantifying upper-extremity performance after stroke during reaching and drinking from a glass. Neurorehabil Neural Repair 25(1):71–80PubMedCrossRef
33.
go back to reference Subramanian SK, Yamanaka J, Chilingaryan G, Levin MF (2010) Validity of movement pattern kinematics as measures of arm motor impairment poststroke. Stroke 41(10):2303–2308PubMedCrossRef Subramanian SK, Yamanaka J, Chilingaryan G, Levin MF (2010) Validity of movement pattern kinematics as measures of arm motor impairment poststroke. Stroke 41(10):2303–2308PubMedCrossRef
34.
go back to reference Tobler-Ammann BC, De Bruin ED, Fluet M-C et al (2016) Concurrent validity and test-retest reliability of the Virtual Peg Insertion Test to quantify upper limb function in patients with chronic stroke. J Neuroeng Rehabil 13:8PubMedPubMedCentralCrossRef Tobler-Ammann BC, De Bruin ED, Fluet M-C et al (2016) Concurrent validity and test-retest reliability of the Virtual Peg Insertion Test to quantify upper limb function in patients with chronic stroke. J Neuroeng Rehabil 13:8PubMedPubMedCentralCrossRef
35.
go back to reference Bosecker C, Dipietro L, Volpe B, Krebs HI (2010) Kinematic robot-based evaluation scales and clinical counterparts to measure upper limb motor performance in patients with chronic stroke. Neurorehabil Neural Repair 24(1):62–69PubMedCrossRef Bosecker C, Dipietro L, Volpe B, Krebs HI (2010) Kinematic robot-based evaluation scales and clinical counterparts to measure upper limb motor performance in patients with chronic stroke. Neurorehabil Neural Repair 24(1):62–69PubMedCrossRef
36.
go back to reference Van Dokkum L, Hauret I, Mottet D et al (2014) The contribution of kinematics in the assessment of upper limb motor recovery early after stroke. Neurorehabil Neural Repair 28(1):4–12PubMedCrossRef Van Dokkum L, Hauret I, Mottet D et al (2014) The contribution of kinematics in the assessment of upper limb motor recovery early after stroke. Neurorehabil Neural Repair 28(1):4–12PubMedCrossRef
37.
go back to reference Alt Murphy M, Willén C, Sunnerhagen KS (2013) Responsiveness of upper extremity kinematic measures and clinical improvement during the first three months after stroke. Neurorehabil Neural Repair 27(9):844–853PubMedCrossRef Alt Murphy M, Willén C, Sunnerhagen KS (2013) Responsiveness of upper extremity kinematic measures and clinical improvement during the first three months after stroke. Neurorehabil Neural Repair 27(9):844–853PubMedCrossRef
38.
go back to reference Lachaine XR, Mecheri H, Larue C et al (2017) Validation of inertial measurement units with an optoelectronic system for whole-body motion analysis. Med Biol Eng Comput 55(4):609–619CrossRef Lachaine XR, Mecheri H, Larue C et al (2017) Validation of inertial measurement units with an optoelectronic system for whole-body motion analysis. Med Biol Eng Comput 55(4):609–619CrossRef
39.
go back to reference Shin SH, Ro DH, Lee OS et al (2012) Within-day reliability of shoulder range of motion measurement with a smartphone. Man Ther 17(4):298–304PubMedCrossRef Shin SH, Ro DH, Lee OS et al (2012) Within-day reliability of shoulder range of motion measurement with a smartphone. Man Ther 17(4):298–304PubMedCrossRef
40.
go back to reference Rigoni M, Gill S, Babazadeh S et al (2019) Assessment of shoulder range of motion using a wireless inertial motion capture device—a validation study. Sensors (Basel) 19(8) Rigoni M, Gill S, Babazadeh S et al (2019) Assessment of shoulder range of motion using a wireless inertial motion capture device—a validation study. Sensors (Basel) 19(8)
41.
go back to reference Lee SH, Yoon C, Chung SG, Kim HC, Kwak Y, Park HW, Kim K (2015) Measurement of shoulder range of motion in patients with adhesive capsulitis using a kinect. PLoS One 10(6):e0129398PubMedPubMedCentralCrossRef Lee SH, Yoon C, Chung SG, Kim HC, Kwak Y, Park HW, Kim K (2015) Measurement of shoulder range of motion in patients with adhesive capsulitis using a kinect. PLoS One 10(6):e0129398PubMedPubMedCentralCrossRef
42.
go back to reference Verbrugghe J, Knippenberg E, Palmaers S, Matheve T, Smeets W, Feys P, Spooren A, Timmermans A (2018) Motion detection supported exercise therapy in musculoskeletal disorders: a systematic review. Eur J Phys Rehabil Med 54(4):591–604PubMed Verbrugghe J, Knippenberg E, Palmaers S, Matheve T, Smeets W, Feys P, Spooren A, Timmermans A (2018) Motion detection supported exercise therapy in musculoskeletal disorders: a systematic review. Eur J Phys Rehabil Med 54(4):591–604PubMed
43.
go back to reference Greisberger A, Aviv H, Garbade SF, Diermayr G (2016) Clinical relevance of the effects of reach-to-grasp training using trunk restraint in in individuals with hemiparesis poststroke: a systematic review. J Rehabil Med 48(5):405–416PubMedCrossRef Greisberger A, Aviv H, Garbade SF, Diermayr G (2016) Clinical relevance of the effects of reach-to-grasp training using trunk restraint in in individuals with hemiparesis poststroke: a systematic review. J Rehabil Med 48(5):405–416PubMedCrossRef
44.
go back to reference Baltaci G, Harput G, Haksever B et al (2013) Comparison between Nintendo Wii Fit and conventional rehabilitation on functional performance outcomes after hamstring anterior cruciate ligament reconstruction: prospective, randomized, controlled, double-blind clinical trial. Knee Surg Sports Traumatol Arthrosc 21(4):880–887PubMedCrossRef Baltaci G, Harput G, Haksever B et al (2013) Comparison between Nintendo Wii Fit and conventional rehabilitation on functional performance outcomes after hamstring anterior cruciate ligament reconstruction: prospective, randomized, controlled, double-blind clinical trial. Knee Surg Sports Traumatol Arthrosc 21(4):880–887PubMedCrossRef
45.
go back to reference Seel T, Raisch J, Schauer T (2014) IMU-based joint angle measurement for gait analysis. Sensors (Basel) 14(4):6891–6909CrossRef Seel T, Raisch J, Schauer T (2014) IMU-based joint angle measurement for gait analysis. Sensors (Basel) 14(4):6891–6909CrossRef
46.
go back to reference Obdrzalek S, Kurillo G, Ofli F, et al (2012) Accuracy and robustness of Kinect pose estimation in the context of coaching of elderly population. Conf Proc IEEE Eng Med Biol Soc 1188-93 Obdrzalek S, Kurillo G, Ofli F, et al (2012) Accuracy and robustness of Kinect pose estimation in the context of coaching of elderly population. Conf Proc IEEE Eng Med Biol Soc 1188-93
48.
go back to reference Çubukçu B, Yüzgeç U, Zileli R, Zileli A (2020) Reliability and validity analyzes of Kinect V2 based measurement system for shoulder motions. Med Eng Phys 76:20–31PubMedCrossRef Çubukçu B, Yüzgeç U, Zileli R, Zileli A (2020) Reliability and validity analyzes of Kinect V2 based measurement system for shoulder motions. Med Eng Phys 76:20–31PubMedCrossRef
Metadata
Title
An interactive motion-tracking system for home-based assessing and training reach-to-target tasks in stroke survivors—a preliminary study
Authors
Wenke Fan
Yuling Zhang
Qing Mei Wang
Yulong Bai
Yi Wu
Publication date
13-05-2020
Publisher
Springer Berlin Heidelberg
Published in
Medical & Biological Engineering & Computing / Issue 7/2020
Print ISSN: 0140-0118
Electronic ISSN: 1741-0444
DOI
https://doi.org/10.1007/s11517-020-02173-1

Other articles of this Issue 7/2020

Medical & Biological Engineering & Computing 7/2020 Go to the issue

Premium Partner