Interactive multimodal biofeedback for task-oriented neural rehabilitation

Huang He, Todd Ingalls, Loren Olson, Kathleen Ganley, Thanassis Rikakis, He Jiping

Research output: Chapter in Book/Report/Conference proceedingConference contribution

38 Citations (Scopus)

Abstract

Previous studies have suggested that task-oriented biofeedback training may be effective for functional motor improvement. The purpose of this project was to design an interactive, multimodal biofeedback system for the task-oriented training of goal-directed reaching. The central controller, based on a user context model, identifies the state of task performance using multisensing data and provides augmented feedback, through interactive 3D graphics and music, to encourage the patients' self-regulation and performance of the task. The design allows stroke patients to train with functional tasks, and receive real-time performance evaluation through successful processing of multimodal sensory feedback. In addition, the environment and training task is customizable. Overall, the system delivers an engaging training experience. Preliminary results of a pilot study involving stroke patients demonstrate the potential of the system to Improve patients' reaching performance.

Original languageEnglish (US)
Title of host publicationProceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005
Pages2547-2550
Number of pages4
StatePublished - Dec 1 2005
Event2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005 - Shanghai, China
Duration: Sep 1 2005Sep 4 2005

Publication series

NameAnnual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Volume7 VOLS
ISSN (Print)0589-1019

Other

Other2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005
CountryChina
CityShanghai
Period9/1/059/4/05

Fingerprint

Biofeedback
Patient rehabilitation
Rehabilitation
Sensory feedback
Task Performance and Analysis
Stroke
Feedback
Sensory Feedback
Controllers
Music
Processing
Biofeedback (Psychology)

Keywords

  • Biofeedback
  • Interactive
  • Motor rehabilitation
  • Multimodal
  • Task-oriented training

ASJC Scopus subject areas

  • Signal Processing
  • Biomedical Engineering
  • Computer Vision and Pattern Recognition
  • Health Informatics

Cite this

He, H., Ingalls, T., Olson, L., Ganley, K., Rikakis, T., & Jiping, H. (2005). Interactive multimodal biofeedback for task-oriented neural rehabilitation. In Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005 (pp. 2547-2550). [1616988] (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings; Vol. 7 VOLS).

Interactive multimodal biofeedback for task-oriented neural rehabilitation. / He, Huang; Ingalls, Todd; Olson, Loren; Ganley, Kathleen; Rikakis, Thanassis; Jiping, He.

Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005. 2005. p. 2547-2550 1616988 (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings; Vol. 7 VOLS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

He, H, Ingalls, T, Olson, L, Ganley, K, Rikakis, T & Jiping, H 2005, Interactive multimodal biofeedback for task-oriented neural rehabilitation. in Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005., 1616988, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, vol. 7 VOLS, pp. 2547-2550, 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005, Shanghai, China, 9/1/05.
He H, Ingalls T, Olson L, Ganley K, Rikakis T, Jiping H. Interactive multimodal biofeedback for task-oriented neural rehabilitation. In Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005. 2005. p. 2547-2550. 1616988. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).
He, Huang ; Ingalls, Todd ; Olson, Loren ; Ganley, Kathleen ; Rikakis, Thanassis ; Jiping, He. / Interactive multimodal biofeedback for task-oriented neural rehabilitation. Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005. 2005. pp. 2547-2550 (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).
@inproceedings{1e96fbe846da4add8be2e508a4dee97f,
title = "Interactive multimodal biofeedback for task-oriented neural rehabilitation",
abstract = "Previous studies have suggested that task-oriented biofeedback training may be effective for functional motor improvement. The purpose of this project was to design an interactive, multimodal biofeedback system for the task-oriented training of goal-directed reaching. The central controller, based on a user context model, identifies the state of task performance using multisensing data and provides augmented feedback, through interactive 3D graphics and music, to encourage the patients' self-regulation and performance of the task. The design allows stroke patients to train with functional tasks, and receive real-time performance evaluation through successful processing of multimodal sensory feedback. In addition, the environment and training task is customizable. Overall, the system delivers an engaging training experience. Preliminary results of a pilot study involving stroke patients demonstrate the potential of the system to Improve patients' reaching performance.",
keywords = "Biofeedback, Interactive, Motor rehabilitation, Multimodal, Task-oriented training",
author = "Huang He and Todd Ingalls and Loren Olson and Kathleen Ganley and Thanassis Rikakis and He Jiping",
year = "2005",
month = "12",
day = "1",
language = "English (US)",
isbn = "0780387406",
series = "Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings",
pages = "2547--2550",
booktitle = "Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005",

}

TY - GEN

T1 - Interactive multimodal biofeedback for task-oriented neural rehabilitation

AU - He, Huang

AU - Ingalls, Todd

AU - Olson, Loren

AU - Ganley, Kathleen

AU - Rikakis, Thanassis

AU - Jiping, He

PY - 2005/12/1

Y1 - 2005/12/1

N2 - Previous studies have suggested that task-oriented biofeedback training may be effective for functional motor improvement. The purpose of this project was to design an interactive, multimodal biofeedback system for the task-oriented training of goal-directed reaching. The central controller, based on a user context model, identifies the state of task performance using multisensing data and provides augmented feedback, through interactive 3D graphics and music, to encourage the patients' self-regulation and performance of the task. The design allows stroke patients to train with functional tasks, and receive real-time performance evaluation through successful processing of multimodal sensory feedback. In addition, the environment and training task is customizable. Overall, the system delivers an engaging training experience. Preliminary results of a pilot study involving stroke patients demonstrate the potential of the system to Improve patients' reaching performance.

AB - Previous studies have suggested that task-oriented biofeedback training may be effective for functional motor improvement. The purpose of this project was to design an interactive, multimodal biofeedback system for the task-oriented training of goal-directed reaching. The central controller, based on a user context model, identifies the state of task performance using multisensing data and provides augmented feedback, through interactive 3D graphics and music, to encourage the patients' self-regulation and performance of the task. The design allows stroke patients to train with functional tasks, and receive real-time performance evaluation through successful processing of multimodal sensory feedback. In addition, the environment and training task is customizable. Overall, the system delivers an engaging training experience. Preliminary results of a pilot study involving stroke patients demonstrate the potential of the system to Improve patients' reaching performance.

KW - Biofeedback

KW - Interactive

KW - Motor rehabilitation

KW - Multimodal

KW - Task-oriented training

UR - http://www.scopus.com/inward/record.url?scp=33846922844&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=33846922844&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:33846922844

SN - 0780387406

SN - 9780780387409

T3 - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

SP - 2547

EP - 2550

BT - Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005

ER -