On the Use of Kinect V2 For the Assessment of Upper Extremity Movements

被引:0
作者
Cizmeciogullari, Serkan [1 ]
Akan, Aydin [2 ]
Keskin, Yasar [3 ]
Urkmez, Berna [4 ]
Aydin, Teoman [3 ]
机构
[1] Istanbul Univ Cerrahpasa, Biyomed Muh, Istanbul, Turkiye
[2] Izmir Econ Univ, Elekt Elekt Muh, Izmir, Turkiye
[3] Bezmialem Vakif Univ, Fizik Tedavi & Rehabil, Istanbul, Turkiye
[4] Istanbul Haydarpasa Numune Egitim & Arastirma Has, Istanbul, Turkiye
来源
2023 31ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, SIU | 2023年
关键词
Upper extremity; Movement assessment; Reliability; Kinect V2; Fugl-Meyer; FUGL-MEYER ASSESSMENT; RELIABILITY; STROKE; VALIDITY; MOTION;
D O I
10.1109/SIU59756.2023.10223942
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Upper extremity assessment is an important step in rehabilitation and treatment of upper extremity impairments. Current assessment methods are mostly based on likert type scales. For example, Fugl-Meyer test is one of the common but subjective tests for upper extremity assessment. The aim of this study is to test the reliability of Kinect V2 camera as an assessment tool of upper extremity movements in the Fugl-Meyer test. Thirty volunteers participated in the study performed ten upper extremity movements in front of a Kinect V2 camera. After data acquisition, collected data is used to calculate the joint angles. Calculated angle values are examined in terms of relative reliability via Intraclass Correlation Coefficient (ICC), and absolute reliability via Standard Error of Measurement (SEM), Minimum Detectable Change (MDC) for both within-day, and between-days measurements. Results indicate that Kinect V2 provides good to excellent ICC values for within-day, and medium to good ICC values for between-days. In addition, Kinect V2 has higher absolute reliability in within-day measurements than between-days measurements.
引用
收藏
页数:4
相关论文
共 16 条
[1]  
Aqueveque P., 2017, Physical Disabilities-Therapeutic Implications, P95
[2]   Validity and reliability of the Kinect within functional assessment activities: Comparison with standard stereophotogrammetry [J].
Bonnechere, B. ;
Jansen, B. ;
Salvia, P. ;
Bouzahouene, H. ;
Omelina, L. ;
Moiseev, F. ;
Sholukha, V. ;
Cornelis, J. ;
Rooze, M. ;
Jan, S. Van Sint .
GAIT & POSTURE, 2014, 39 (01) :593-598
[3]   Are the Hierarchical Properties of the Fugl-Meyer Assessment Scale the Same in Acute Stroke and Chronic Stroke? [J].
Crow, J. Lesley ;
Kwakkel, Gert ;
Bussmann, Johannes B. J. ;
Goos, Jos A. G. ;
Harmeling-van der Wel, Barbara C. .
PHYSICAL THERAPY, 2014, 94 (07) :977-986
[4]   Reliability and validity analyzes of Kinect V2 based measurement system for shoulder motions [J].
Cubukcu, Burakhan ;
Yuzgec, Ugur ;
Zileli, Raif ;
Zileli, Ahu .
MEDICAL ENGINEERING & PHYSICS, 2020, 76 :20-31
[5]   CLINICAL MEASUREMENT OF RANGE OF MOTION - REVIEW OF GONIOMETRY EMPHASIZING RELIABILITY AND VALIDITY [J].
GAJDOSIK, RL ;
BOHANNON, RW .
PHYSICAL THERAPY, 1987, 67 (12) :1867-1872
[6]   The Fugl-Meyer Assessment of motor recovery after stroke: A critical review of its measurement properties [J].
Gladstone, DJ ;
Danells, CJ ;
Black, SE .
NEUROREHABILITATION AND NEURAL REPAIR, 2002, 16 (03) :232-240
[7]   A systematic review protocol of timing, efficacy and cost effectiveness of upper limb therapy for motor recovery post-stroke [J].
Hayward, Kathryn S. ;
Kramer, Sharon F. ;
Thijs, Vincent ;
Ratcliffe, Julie ;
Ward, Nick S. ;
Churilov, Leonid ;
Jolliffe, Laura ;
Corbett, Dale ;
Cloud, Geoffrey ;
Kaffenberger, Tina ;
Brodtmann, Amy ;
Bernhardt, Julie ;
Lannin, Natasha A. .
SYSTEMATIC REVIEWS, 2019, 8 (1)
[8]   Validity and reliability of Kinect skeleton for measuring shoulder joint angles: a feasibility study [J].
Huber, M. E. ;
Seitz, A. L. ;
Leeser, M. ;
Sternad, D. .
PHYSIOTHERAPY, 2015, 101 (04) :389-393
[9]   Assessment of upper extremity impairment, function, and activity after stroke: foundations for clinical decision making [J].
Lang, Catherine E. ;
Bland, Marghuretta D. ;
Bailey, Ryan R. ;
Schaefer, Sydney Y. ;
Birkenmeier, Rebecca L. .
JOURNAL OF HAND THERAPY, 2013, 26 (02) :104-114
[10]   Analysis and comparison of the psychometric properties of three balance measures for stroke patients [J].
Mao, HF ;
Hsueh, IP ;
Tang, PF ;
Sheu, CF ;
Hsieh, CL .
STROKE, 2002, 33 (04) :1022-1027