The Fugl-Meyer Assessment (FMA) is a stroke-specific, performance-based following stroke and integrates Brunnstrom’s stages of motor recovery (Gladstone et al. This method of assessment reduces the time required to perform the test. The Fugl-Meyer Assessment (FMA) is a stroke-specific, performance-based NOTE: *The authors have no direct financial interest in any tools, tests or. program were developed for the total Fugl-Meyer motor and sensory assessments; inter-rater reliability was . CRC; and (3) competency testing in which videotapes were submit- . Brunnstrom, a person recovering from hemiparetic stroke.

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Wearable sensors such as smart watches or wrist bands providing positional information can also be applied to solve the occlusion problem in our system.

Fugl-Meyer Assessment of Motor Recovery after Stroke

The motor domain includes items assessing movement, coordination, and reflex action of the shoulder, elbow, forearm, wrist, hand, hip, knee, and ankle. This may be associated with barriers including costs, travel and limited use of public transportation due to disabilities.

It is applied clinically and in research to determine disease severity, describe motor recovery, and to plan and assess treatment. Data were stored sequentially with time for the Ufgl joint positions comprising 31 variables including time, and positions of the head, shoulder center, shoulder, elbow, wrist and hand.

An analysis of the precision and reliability of the leap motion sensor and its suitability for static and dynamic tracking. Received Mar 8; Accepted Jun Assessment of upper limb motor function in patients with multiple sclerosis using the Virtual Peg Insertion Test: The Journal of Neuroscience ; Log jerky scores between hemiplegic and non-hemiplegic side were compared using paired t-test.


One of the subsamples constitutes testing data and others are training data. Demographic and clinical characteristics are summarized in Table 1.

Fugl-Meyer Assessment of sensorimotor function – Wikipedia

The post-stroke hemiplegic patient. Recovery of upper limb dexterity in patients more than 1 year after stroke: Patients were recruited from December to February The FMA scoring system using only one Kinect in this study does have some limitations.

The Fugl-Meyer Assessment scale is an ordinal scale that has 3 points for each item. Scand J Rehabil Med ; 7: A method for evaluation of physical mfyer. However, a different number of principal components were selected for each assessment after PCA dimensionality reduction. S2 Appendix Dimensionality reduction. A score of 1 is given when the msyer is performed partially and a score of 2 is given when the task is performed fully.

Fugl-Meyer Assessment of Motor Recovery after Stroke – Physiopedia

One is the occlusion of the body part during tracking by Kinect. Traditional Brunnstrom recovery phase reveals the recovery of coordinated movement and emergence from synergistic movements. UE impairment is associated with limitation of activities and worse health-related quality of life. Data recorded at the start and end of each motion were clipped by brnnstrom of the joint distance between frames.

It is designed to tedt motor functioning, balance, sensation and joint functioning in patients with post-stroke hemiplegia [1] [2]. Stroke Assessment and evaluation instruments.

Lancet Neurol ; 6: Furthermore, use of a cloud computing system with machine learning ability, such as Microsoft Azure ML, Amazon Machine Learning or IBM Watson Analytics, will facilitate develop of a prediction model capable of self-learning whenever new patient data is uploaded, and to predict FMA score using the model in the absence of a specialist.


Retrieved 6 October This quantitative measure can be used for follow-up of changes in movement in a manner that equivalent in quality to robotic devices but less expensive. Data Availability All relevant data are within the paper and its Supporting Information files. Further study to validate the usefulness of advanced system in bfunnstrom real home-setting is required.

Fugl-Meyer Assessment of sensorimotor function

S1 File Data file used for analysis. Functional assessment tools are essential to monitor recovery and provide current function-based rehabilitation. The individual in Fig 1 provided written informed consent as outlined in the PLOS consent form to publish the picture.

Movement Therapy in Hemiplegia: In particular, bounding area and brynnstrom data for each feature are also used because the range of the motion increases as the FMA score increases.

The prediction target of each item score 0, 1 or 2 was evaluated by one therapist. Statistical analysis was performed using SPSS version Introduction Stroke is a leading cause of disabilities worldwide[ vrunnstrom ] and hemiplegia is the most common impairment after stroke, [ 2 ] resulting in upper extremity UE dysfunction. However, the best way to solve this problem is to gather the more patient data.