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The signals for key unilateral hand movements such as wrist extension, wrist flexion, and power grip are similar, making the classification and control of these hand movements challenging.

The myoelectric signals considered are used to classify four upper-limb movements, which are elbow flexion, elbow extension, wrist pronation and wrist supination, grasp, and resting.

Main Outcome Measure: The strength at discharge of 7 muscle actions (shoulder abduction, elbow flexion, elbow extension, wrist extension, hip flexion, knee extension, ankle dorsiflexion) measured bilaterally with a hand-held dynamometer and compared with norm-referenced values.

At 3 months of age, a Test Score is determined using the active movement scale scores for elbow flexion, elbow extension, wrist extension, thumb extension, and finger extension.

Intra-class correlation co-efficients for inter- and intra-observer measurement of thumb extension, wrist extension and wrist flexion (Table 4) can be considered "moderate to poor" for seven measurements, and "good" for five measurements.

Decoding accuracies of the classifier were evaluated by the percentage of correct answers of the classifier attempting to decode each requested task (e.g.: Decoding of forearm movements (pulling together the data for finger extension, wrist extension and rest) was done using forearm electrodes (extensor carpi ulnaris, extensor digitorum, and flexors).

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Results: Data analysis using paired t-tests showed significant improvements in shoulder flexion, shoulder abduction, elbow flexion, elbow extension,and wrist extension.

Conclusion: The FTM dynamic orthosis used in combination with the prescribed UE exercise protocol increased mean values for shoulder flexion, shoulder abduction, elbow flexion, elbow extension, and wrist extension in a group of 13 adult post CVA participants.

We classified the EMG activity to be related to either: (1) finger extension, (2) wrist extension or (3) rest (decoding chance level 33%).

Six muscle groups bilaterally were evaluated (shoulder abduction, elbow flexion, wrist extension, hip flexion, knee extension and ankle dorsiflexion).

A secondary case definition includes at least one positive physical examination maneuver of resisted wrist extension or resisted middle finger extension.

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