Table 4.
Compensation type, model, and measurements | References | ||||
Disuse of the affected upper limb | |||||
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Arm use | ||||
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The ratio between the duration of movement in the least and less affected arm | [82] | ||
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|
Mean squared sum of the acceleration over a 1-minute epoch of the arm | [83,85] | ||
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|
Torques due to the measured tangential forces on the split-steering wheel | [84] | ||
|
Arm nonuse | ||||
|
|
The difference of the Euclidean distance between the trunk and hand to the target | [86] | ||
|
|
Movement time, peak velocity, total displacement, and movement smoothness | [87] | ||
|
|
Root mean square of the rotation angle of the steering wheel | [88] | ||
|
|
Total movement duration of each limb and the ratio between the movement duration in the paretic and nonparetic limb | [89] | ||
|
Interlimb coordination | Amplitude, time, and frequency data from inertial sensors on upper body | [81] | ||
Awkward use of the affected UEa | |||||
|
Trunk compensation | ||||
|
|
Trunk movements in the sagittal plane: trunk lean forward, trunk displacement, trunk flexion, trunk anteriorization, and trunk lean backward | |||
|
|
|
Trunk angular displacement | [20,22,23,25-27,39,47,60,63,68,90] | |
|
|
|
Trunk linear displacement | [24,30,40,41,51,52,58,66] | |
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|
|
Trunk contribution slope | [37,38,62] | |
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Acceleration of trunk motion | [28,64] | |
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|
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sEMGb signal | [39,77] | |
|
|
|
Face orientation | [27] | |
|
|
|
Measurements for AIc-based compensatory posture classification | [43-45,48-50,53,54,61,74,77,91] | |
|
|
|
N/Ad | [56,65,69] | |
|
|
Trunk movements in the transverse plane: trunk rotation and trunk twist | |||
|
|
|
Trunk angular displacement | [22,25,26,39,47,68,90] | |
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|
|
Acceleration of trunk motion | [27,28,64] | |
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|
|
Trunk linear displacement | [34,40] | |
|
|
|
sEMG signal | [39] | |
|
|
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Measurements for AI-based compensatory posture classification | [45,48-50,53,54,61,74,77,91] | |
|
|
|
N/A | [65,69] | |
|
|
Trunk movements in the coronal plane: trunk leans from side to side, trunk contralateral and ipsilateral flexion, trunk lateral bending, and trunk lateral shift | |||
|
|
|
Trunk angular displacement | [21,22,47,60,68,90] | |
|
|
|
Trunk linear displacement | [34,41] | |
|
|
|
Measurements for AI-based compensatory posture classification | [61] | |
|
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Unspecified | |||
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|
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Trunk movement time, trunk distance, trunk peak velocity, and maximal angle of trunk flexion | [46] | |
|
|
|
Position and angle | [42,59] | |
|
Shoulder compensation | ||||
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|
Shoulder elevation | |||
|
|
|
Elevation angle of scapula, acromion, or acromio-clavicular joint | [26,39,57,66] | |
|
|
|
Acceleration of shoulder joint motion | [27,28] | |
|
|
|
Shoulder vertical translated distance | [37] | |
|
|
|
sEMG signal | [39] | |
|
|
|
Measurements for AI-based compensatory posture classification | [45,48-50,53,54,74,77,91] | |
|
|
|
N/A | [69] | |
|
|
Shoulder abduction | |||
|
|
|
Acceleration of shoulder joint motion | [27,28,64] | |
|
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Shoulder abduction angle | [70] | |
|
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|
fMRIe | [71] | |
|
|
Shoulder girdle compensatory movements | |||
|
|
|
Acceleration of shoulder joint motion | [29,64] | |
|
|
|
sEMG signal | [30] | |
|
|
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Shoulder position | [31] | |
|
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The coefficient of the elbow joint extension to the shoulder joint flexion ratio | [72] | |
|
|
Shoulder forward | Shoulder forward liner displacement | [26,32] | |
|
|
Shoulder overflexion | Shoulder flexion angle | [22,33,73] | |
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Unspecified | Shoulder position | [59] | |
|
Elbow compensation: insufficient elbow extension | ||||
|
|
Elbow extension angle | [66,74,90] | ||
|
|
Acceleration of elbow joint motion | [27,28] | ||
|
|
N/A | [65] | ||
|
Finger compensation | ||||
|
|
Individual finger compensation | Finger extension angle | [34] | |
|
|
Multiple fingers adaptive compensation | |||
|
|
|
The covariance of individual finger impulses across multiple pulses | [75] | |
|
|
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Pressure force of fingers | [76] | |
|
Joint coordination | ||||
|
|
Scapula, shoulder, elbow and wrist joint angles, movement time, goal-equivalent variance, nongoal-equivalent variance | [36] | ||
|
|
Joint angles | [35] | ||
|
Muscle synergy | sEMG signal | [33] | ||
|
Slouching | Joint position | [69] |
aUE: upper extremity.
bsEMG: surface electromyogram.
cAI: artificial intelligence.
dN/A: not applicable.
efMRI: functional magnetic resonance imaging.