A Fuzzy-Based Adaptive Rehabilitation Framework for Home-Based Wrist Training

@article{Karime2014AFA,
  title={A Fuzzy-Based Adaptive Rehabilitation Framework for Home-Based Wrist Training},
  author={Ali Karime and Mohamad A. Eid and Jihad Mohamad Jaam and Abdulmotaleb El Saddik and Wail Gueaieb},
  journal={IEEE Transactions on Instrumentation and Measurement},
  year={2014},
  volume={63},
  pages={135-144}
}
  • A. Karime, M. Eid, W. Gueaieb
  • Published 2014
  • Psychology, Computer Science
  • IEEE Transactions on Instrumentation and Measurement
Computer-based rehabilitation systems have emerged as promising assistive tools for effective training and diagnosis and gained popularity in clinical settings. For many patients, home-based rehabilitation can be really beneficial in their therapy journeys since it can eliminate the obstacles encountered by many of them in clinics, such as travel distance and cost. However, an effective home-training system requires a good adaptation mechanism that conforms to both the patient's abilities and… 
View on IEEE
ruor.uottawa.ca
22 Citations
Highly Influential Citations
2
Background Citations
14
Methods Citations
2

22 Citations

Citation Type

Citation Type

CAHR: A Contextually Adaptive Home-Based Rehabilitation Framework
TLDR
A novel context-based adaptive home-based rehabilitation framework to optimize recovery based on patient's performance and ambient conditions and mathematically modeled to configure the rehabilitation task based on user's psychophysiological and environmental conditions is proposed.
A Novel Assist-As-Needed Controller Based on Fuzzy-Logic Inference and Human Impedance Identification for Upper-Limb Rehabilitation
TLDR
A subject-adaptive controller within the assist-as-needed (AAN) paradigm, capable of adjusting the robotic assistance level by considering both upper-limb impedance of the patient and the variations of deviation between the reference trajectory and actual trajectory is developed.
An adaptive self-organizing fuzzy logic controller in a serious game for motor impairment rehabilitation
TLDR
The current work presents ReHabGame, a serious game using a fusion of implemented technologies that can be easily used by patients and therapists to assess and enhance sensorimotor performance and also increase the activities in the daily lives of patients.
Cloud-supported framework for patients in post-stroke disability rehabilitation
AR-based serious game framework for post-stroke rehabilitation
TLDR
A serious game framework based on augmented reality technology that may motivate the patients’ involvement in the rehabilitation exercise and show that the serious games with vibrotactile feedback are well accepted by patients is presented.
A Fuzzy Recommendation System for the Automatic Personalization of Physical Rehabilitation Exercises in Stroke Patients
TLDR
A fuzzy system that is able to automatically adapt the rehabilitation plan of stroke patients and is capable of automatically generating modifications of existent exercises whilst considering their particularities at any given time is presented.
Fuzzy‐description logic for supporting the rehabilitation of the elderly
TLDR
A fuzzy‐semantic system for evaluating patient's physical state during the rehabilitation process based on well‐known standard for patients' evaluation is proposed and a tool called FINE has been developed that facilitates the evaluation in a semi‐automatic way.
Dynamic Difficulty Adjustment in Virtual Reality Applications for Upper Limb Rehabilitation
TLDR
It was obtained that user number one using the game with ADD, managed to obtain not only a better performance in the sessions but also an important advance in her motor skill in comparison to the user 2 with the manual configuration.
A Review of Computational Approaches for Evaluation of Rehabilitation Exercises
WristDroid - A serious game to support and motivate patients throughout their wrist rehabilitation
TLDR
Preliminary evaluation results by physical therapists suggest that WristDroid supports wrist rehabilitation and offers a motivating and empowering way to recover from wrist injuries.
...
1
2
3
...

References

SHOWING 1-10 OF 65 REFERENCES
An Adaptive Mixed Reality Training System for Stroke Rehabilitation
TLDR
The system provides real-time, multimodal, customizable, and adaptive feedback generated from the movement patterns of the subject's affected arm and torso during reaching to grasp that shows promise as a useful tool for physical and occupational therapists to enhance stroke rehabilitation.
Haptic Virtual Rehabilitation Exercises for Poststroke Diagnosis
TLDR
A set of five virtual exercises on top of a framework, designed for the diagnosis and rehabilitation of patients with hand impairments, shows promising potential to define ldquogoldenrdquo reference metrics for healthy subjects, against which the performance of a patient is compared.
Network-Based Rehabilitation System for Improved Mobility and Tele-Rehabilitation
TLDR
Simulation and experimental results with an actual knee rehabilitation system show that the proposed network-based rehabilitation system can generate the desired assistive torque accurately in a network environment.
Web-based monitoring system for home-based rehabilitation with stroke patients
TLDR
A Web-based system has been proposed for monitoring the home-based rehabilitation and providing both therapeutic instruction and support information, which will support specific rehabilitation interventions, provide a three-dimensional visual output and measure the effectiveness of the resulting actions undertaken by the participant.
Kinerehab: a kinect-based system for physical rehabilitation: a pilot study for young adults with motor disabilities
TLDR
Using Microsoft's Kinect motion sensor to develop an intelligent rehabilitation system for students with muscle atrophy and cerebral palsy increased their motivation to participate in rehabilitation and enhanced the efficiency of rehab activities, greatly contributing to the recovery of muscle endurance and reducing the workload of therapists.
Capturing ankle benchmark kinematics using an interactive sensory wobble board
TLDR
The objective of this work is to form a metric to evaluate the ankle motion for rehabilitation applications by using a sensory-mounted wobble board as an input interface to play a specially developed computer game that offers an intuitive and entertaining training experience.
Tele-Wobble: A Telerehabilitation Wobble Board for Lower Extremity Therapy
TLDR
The evaluations showed that Tele-Wobble may offer an efficient and cost-effective home-based rehabilitation for patients with ankle deficiencies and provide clinicians with key performance measurements captured during the patient's training session.
RehaBall: Rehabilitation of upper limbs with a sensory-integrated stress ball
TLDR
RehaBall consists of a VR car racing game and an oval-shaped stress ball integrated with sensors and actuators, and aim to help people with wrist injuries to perform their daily rehabilitation training from the comfort of their homes.
AR-REHAB: An Augmented Reality Framework for Poststroke-Patient Rehabilitation
TLDR
The core architecture of the framework and its subsystems that provide more convenience to patients and therapists are introduced and assessment measurements such as task-completion time, compactness of task, and speed of hand movement are introduced by capturing the patients' hand movements with the tangible object.
Multi-sensor arm rehabilitation monitoring device
TLDR
In this current work combination of sensors (flex sensor, force sensitive sensor and accelerometer) were assessed in order to be implemented as a multi-sensor unit for a portable arm rehabilitation device.
...
1
2
3
4
5
...