A full body sensing system for monitoring stroke patients in a home environment

Bart Klaassen; Bert-Jan van Beijnum; Marcel Weusthof; Dennis Hofs; Fokke van Meulen; Ed Droog; Henk Luinge; Laurens Slot; Alessandro Tognetti; Frederico Lorussi; Rita Paradiso; Jeremia Held; Andreas Luft; Jasper Reenalda; Corien Nikamp; Jaap Buurke; Hermie Hermens; Peter Veltink

doi:10.1007/978-3-319-26129-4_25

A full body sensing system for monitoring stroke patients in a home environment

Bart Klaassen, Bert-Jan van Beijnum, Marcel Weusthof, Dennis Hofs, Fokke van Meulen, Ed Droog, Henk Luinge, Laurens Slot, Alessandro Tognetti, Frederico Lorussi, Rita Paradiso, Jeremia Held, Andreas Luft, Jasper Reenalda, Corien Nikamp, Jaap Buurke, Hermie Hermens, Peter Veltink

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

12 Citations (Scopus)

2 Downloads (Pure)

Abstract

Currently, the changes in functional capacity and performance of stroke patients after returning home from a rehabilitation hospital is unknown to a physician, having no objective information about the intensity and quality of a patient’s daily-life activities. Therefore, there is a need to develop and validate an unobtrusive and modular system for objectively monitoring the stroke patient’s upper and lower extremity motor function in daily-life activities and in home training. This is the main goal of the European FP7 project named “INTERACTION‿. A complete full body sensing system is developed, whicj integrates Inertial Measurement Units (IMU), Knitted Piezoresistive Fabric (KPF) strain sensors, KPF goniometers, EMG electrodes and force sensors into a modular sensor suit designed for stroke patients. In this paper, we describe the complete INTERACTION sensor system. Data from the sensors are captured wirelessly by a software application and stored in a remote secure database for later access and processing via portal technology. Data processing includes a 3D full body reconstruction by means of the Xsens MoCap Engine, providing position and orientation of each body segment (poses). In collaboration with clinicians and engineers, clinical assessment measures were defined and the question of how to present the data on the web portal was addressed. The complete sensing system is fully implemented and is currently being validated. Patients measurements start in June 2014.

Original language	English
Title of host publication	Biomedical Engineering Systems and Technologies
Subtitle of host publication	7th International Joint Conference, BIOSTEC 2014, Angers, France, March 3-6, 2014, Revised Selected Papers
Editors	Guy Plantier, Tanja Schultz, Ana Fred, Hugo Gamboa
Place of Publication	London
Publisher	Springer
Pages	378-393
Number of pages	16
ISBN (Electronic)	978-3-319-26129-4
ISBN (Print)	978-3-319-26128-7
DOIs	https://doi.org/10.1007/978-3-319-26129-4_25
Publication status	Published - 7 Jan 2016
Event	7th International Joint Conference International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014 - Angers, France Duration: 3 Mar 2014 → 6 Mar 2014 Conference number: 7

Publication series

Name	Communications in Computer and Information Science
Publisher	Springer
Volume	511
ISSN (Print)	1865-0929
ISSN (Electronic)	1865-0937

Conference

Conference	7th International Joint Conference International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014
Abbreviated title	BIOSTEC 2014
Country/Territory	France
City	Angers
Period	3/03/14 → 6/03/14

Keywords

Sensing System
Home Environment
EC Grant Agreement nr.: FP7/287351
Monitoring
Daily-life Activities
Architecture
Capacity
Telemedicine
Stroke
Performance

Access to Document

10.1007/978-3-319-26129-4_25

Cite this

Klaassen, B., van Beijnum, B-J., Weusthof, M., Hofs, D., van Meulen, F., Droog, E., Luinge, H., Slot, L., Tognetti, A., Lorussi, F., Paradiso, R., Held, J., Luft, A., Reenalda, J., Nikamp, C., Buurke, J., Hermens, H., & Veltink, P. (2016). A full body sensing system for monitoring stroke patients in a home environment. In G. Plantier, T. Schultz, A. Fred, & H. Gamboa (Eds.), Biomedical Engineering Systems and Technologies: 7th International Joint Conference, BIOSTEC 2014, Angers, France, March 3-6, 2014, Revised Selected Papers (pp. 378-393). (Communications in Computer and Information Science; Vol. 511). Springer. https://doi.org/10.1007/978-3-319-26129-4_25

Klaassen, Bart ; van Beijnum, Bert-Jan ; Weusthof, Marcel et al. / A full body sensing system for monitoring stroke patients in a home environment. Biomedical Engineering Systems and Technologies: 7th International Joint Conference, BIOSTEC 2014, Angers, France, March 3-6, 2014, Revised Selected Papers. editor / Guy Plantier ; Tanja Schultz ; Ana Fred ; Hugo Gamboa. London : Springer, 2016. pp. 378-393 (Communications in Computer and Information Science).

@inproceedings{0dc349c4bb5040b69bb55fe82609cb71,

title = "A full body sensing system for monitoring stroke patients in a home environment",

abstract = "Currently, the changes in functional capacity and performance of stroke patients after returning home from a rehabilitation hospital is unknown to a physician, having no objective information about the intensity and quality of a patient{\textquoteright}s daily-life activities. Therefore, there is a need to develop and validate an unobtrusive and modular system for objectively monitoring the stroke patient{\textquoteright}s upper and lower extremity motor function in daily-life activities and in home training. This is the main goal of the European FP7 project named “INTERACTION‿. A complete full body sensing system is developed, whicj integrates Inertial Measurement Units (IMU), Knitted Piezoresistive Fabric (KPF) strain sensors, KPF goniometers, EMG electrodes and force sensors into a modular sensor suit designed for stroke patients. In this paper, we describe the complete INTERACTION sensor system. Data from the sensors are captured wirelessly by a software application and stored in a remote secure database for later access and processing via portal technology. Data processing includes a 3D full body reconstruction by means of the Xsens MoCap Engine, providing position and orientation of each body segment (poses). In collaboration with clinicians and engineers, clinical assessment measures were defined and the question of how to present the data on the web portal was addressed. The complete sensing system is fully implemented and is currently being validated. Patients measurements start in June 2014.",

keywords = "Sensing System, Home Environment, EC Grant Agreement nr.: FP7/287351, Monitoring, Daily-life Activities, Architecture, Capacity, Telemedicine, Stroke, Performance",

author = "Bart Klaassen and {van Beijnum}, Bert-Jan and Marcel Weusthof and Dennis Hofs and {van Meulen}, Fokke and Ed Droog and Henk Luinge and Laurens Slot and Alessandro Tognetti and Frederico Lorussi and Rita Paradiso and Jeremia Held and Andreas Luft and Jasper Reenalda and Corien Nikamp and Jaap Buurke and Hermie Hermens and Peter Veltink",

year = "2016",

month = jan,

day = "7",

doi = "10.1007/978-3-319-26129-4_25",

language = "English",

isbn = "978-3-319-26128-7",

series = "Communications in Computer and Information Science",

publisher = "Springer",

pages = "378--393",

editor = "Guy Plantier and Tanja Schultz and Ana Fred and Hugo Gamboa",

booktitle = "Biomedical Engineering Systems and Technologies",

note = "7th International Joint Conference International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014, BIOSTEC 2014 ; Conference date: 03-03-2014 Through 06-03-2014",

}

Klaassen, B, van Beijnum, B-J , Weusthof, M, Hofs, D, van Meulen, F, Droog, E, Luinge, H, Slot, L, Tognetti, A, Lorussi, F, Paradiso, R, Held, J, Luft, A, Reenalda, J , Nikamp, C , Buurke, J , Hermens, H & Veltink, P 2016, A full body sensing system for monitoring stroke patients in a home environment. in G Plantier, T Schultz, A Fred & H Gamboa (eds), Biomedical Engineering Systems and Technologies: 7th International Joint Conference, BIOSTEC 2014, Angers, France, March 3-6, 2014, Revised Selected Papers. Communications in Computer and Information Science, vol. 511, Springer, London, pp. 378-393, 7th International Joint Conference International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014, Angers, France, 3/03/14. https://doi.org/10.1007/978-3-319-26129-4_25

A full body sensing system for monitoring stroke patients in a home environment. / Klaassen, Bart; van Beijnum, Bert-Jan ; Weusthof, Marcel et al.
Biomedical Engineering Systems and Technologies: 7th International Joint Conference, BIOSTEC 2014, Angers, France, March 3-6, 2014, Revised Selected Papers. ed. / Guy Plantier; Tanja Schultz; Ana Fred; Hugo Gamboa. London: Springer, 2016. p. 378-393 (Communications in Computer and Information Science; Vol. 511).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - A full body sensing system for monitoring stroke patients in a home environment

AU - Klaassen, Bart

AU - van Beijnum, Bert-Jan

AU - Weusthof, Marcel

AU - Hofs, Dennis

AU - van Meulen, Fokke

AU - Droog, Ed

AU - Luinge, Henk

AU - Slot, Laurens

AU - Tognetti, Alessandro

AU - Lorussi, Frederico

AU - Paradiso, Rita

AU - Held, Jeremia

AU - Luft, Andreas

AU - Reenalda, Jasper

AU - Nikamp, Corien

AU - Buurke, Jaap

AU - Hermens, Hermie

AU - Veltink, Peter

N1 - Conference code: 7

PY - 2016/1/7

Y1 - 2016/1/7

N2 - Currently, the changes in functional capacity and performance of stroke patients after returning home from a rehabilitation hospital is unknown to a physician, having no objective information about the intensity and quality of a patient’s daily-life activities. Therefore, there is a need to develop and validate an unobtrusive and modular system for objectively monitoring the stroke patient’s upper and lower extremity motor function in daily-life activities and in home training. This is the main goal of the European FP7 project named “INTERACTION‿. A complete full body sensing system is developed, whicj integrates Inertial Measurement Units (IMU), Knitted Piezoresistive Fabric (KPF) strain sensors, KPF goniometers, EMG electrodes and force sensors into a modular sensor suit designed for stroke patients. In this paper, we describe the complete INTERACTION sensor system. Data from the sensors are captured wirelessly by a software application and stored in a remote secure database for later access and processing via portal technology. Data processing includes a 3D full body reconstruction by means of the Xsens MoCap Engine, providing position and orientation of each body segment (poses). In collaboration with clinicians and engineers, clinical assessment measures were defined and the question of how to present the data on the web portal was addressed. The complete sensing system is fully implemented and is currently being validated. Patients measurements start in June 2014.

AB - Currently, the changes in functional capacity and performance of stroke patients after returning home from a rehabilitation hospital is unknown to a physician, having no objective information about the intensity and quality of a patient’s daily-life activities. Therefore, there is a need to develop and validate an unobtrusive and modular system for objectively monitoring the stroke patient’s upper and lower extremity motor function in daily-life activities and in home training. This is the main goal of the European FP7 project named “INTERACTION‿. A complete full body sensing system is developed, whicj integrates Inertial Measurement Units (IMU), Knitted Piezoresistive Fabric (KPF) strain sensors, KPF goniometers, EMG electrodes and force sensors into a modular sensor suit designed for stroke patients. In this paper, we describe the complete INTERACTION sensor system. Data from the sensors are captured wirelessly by a software application and stored in a remote secure database for later access and processing via portal technology. Data processing includes a 3D full body reconstruction by means of the Xsens MoCap Engine, providing position and orientation of each body segment (poses). In collaboration with clinicians and engineers, clinical assessment measures were defined and the question of how to present the data on the web portal was addressed. The complete sensing system is fully implemented and is currently being validated. Patients measurements start in June 2014.

KW - Sensing System

KW - Home Environment

KW - EC Grant Agreement nr.: FP7/287351

KW - Monitoring

KW - Daily-life Activities

KW - Architecture

KW - Capacity

KW - Telemedicine

KW - Stroke

KW - Performance

U2 - 10.1007/978-3-319-26129-4_25

DO - 10.1007/978-3-319-26129-4_25

M3 - Conference contribution

SN - 978-3-319-26128-7

T3 - Communications in Computer and Information Science

SP - 378

EP - 393

BT - Biomedical Engineering Systems and Technologies

A2 - Plantier, Guy

A2 - Schultz, Tanja

A2 - Fred, Ana

A2 - Gamboa, Hugo

PB - Springer

CY - London

T2 - 7th International Joint Conference International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014

Y2 - 3 March 2014 through 6 March 2014

ER -

Klaassen B, van Beijnum B-J , Weusthof M, Hofs D, van Meulen F, Droog E et al. A full body sensing system for monitoring stroke patients in a home environment. In Plantier G, Schultz T, Fred A, Gamboa H, editors, Biomedical Engineering Systems and Technologies: 7th International Joint Conference, BIOSTEC 2014, Angers, France, March 3-6, 2014, Revised Selected Papers. London: Springer. 2016. p. 378-393. (Communications in Computer and Information Science). doi: 10.1007/978-3-319-26129-4_25

A full body sensing system for monitoring stroke patients in a home environment

Abstract

Publication series

Conference

Keywords

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