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- 1
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- AU - Wootten ME
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- AU - Kadaba MP
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- AU - Cochran GV
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- TI - Dynamic electromyography. I. Numerical representation using
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- principal component analysis.
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- AB - A complete description of human gait requires consideration
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- of linear and temporal gait parameters such as velocity,
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- cadence, and stride length, as well as graphic waveforms
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- such as limb rotations, forces, and moments at the joints
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- and phasic activity of muscles. This results in a large
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- number of interactive parameters, making interpretation
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- of gait data extremely difficult. Statistical pattern recognition
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- techniques can simplify this problem. For this approach
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- to be successful, first it is necessary to reduce the number
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- of interactive parameters to a manageable set. In this
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- study, we present an application of principal component
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- analysis as a means for representing graphic waveforms
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- in a parsimonious manner. In particular, we concentrate
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- on representing the phasic muscle activity recorded using
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- surface electrodes from ten major muscles of the lower
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- extremity of 35 normal subjects during level walking. A
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- 32 point vector is created in which each point of the vector
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- represents the normalized area under the curve of a portion
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- of rectified and smoothed electromyographic signal, expressed
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- as a function of gait cycle. Principal components are computed
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- and the first few weighting coefficients are retained as
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- features to represent the original EMG data. We show that
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- the corresponding basis vectors span parts of the gait
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- cycle where the most variability between individual subjects
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- exists. We also show that the basis vectors can be used
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- to represent the EMG data of subjects not originally used
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- to generate the basis vectors.
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- MH - Electromyography|*MT
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- AD - Orthopaedic Engineering and Research Center
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- AD - Helen Hayes Hospital
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- AD - West Haverstraw
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- AD - NY 10993.
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- SO - J Orthop Res 1990 Mar; 8(2):247-58
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- DP - 1990 Mar
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- TA - J Orthop Res
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- PG - 247-58
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- IP - 2
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- VI - 8
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- UI - 90155633
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- 2
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- AU - Herzog W
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- AU - Nigg BM
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- AU - Read LJ
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- AU - Olsson E
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- TI - Asymmetries in ground reaction force patterns in normal
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- human gait [see comments]
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- AB - The purpose of this study was to propose a measure of symmetry/
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- asymmetry for normal human gait and to quantify symmetries/
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- asymmetries of normal human gait for selected gait variables
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- using a force platform. Sixty-two subjects performed ten
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- gait trials each, stepping on the force platform five times
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- with each leg. From these gait trials a symmetry index
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- was calculated for 34 gait variables. The upper and lower
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- limits of normal gait were calculated such that 95% of
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- all symmetry indices obtained from this subject population
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- fell within these limits. Upper and lower limits were found
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- to vary from +/- 4% to over +/- 13,000%. Extremely high
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- percentages were found for variables which had absolute
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- magnitudes close to zero and/or variables which occurred
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- at distinctly different instants during the gait cycle.
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- The results of these variables need to be interpreted with
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- caution.
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- MH - Gait|*
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- AD - Biomechanics Laboratory
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- AD - Faculty of Physical Education
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- AD - University of Calgary
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- AD - Canada.
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- SO - Med Sci Sports Exerc 1989 Feb; 21(1):110-4
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- DP - 1989 Feb
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- TA - Med Sci Sports Exerc
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- PG - 110-4
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- IP - 1
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- VI - 21
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- UI - 89180901
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- 3
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- AU - Finch L
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- AU - Barbeau H
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- AU - Arsenault B
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- TI - Influence of body weight support on normal human gait:
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- development of a gait retraining strategy.
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- AB - The recovery of locomotion, following interactive training
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- with graded weight support, in the adult spinal cat has
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- led to the proposal that removal of body weight may be
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- a therapeutic tool in human gait retraining. There would
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- be benefits, however, in knowing normal responses of humans
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- to partial weight bearing before applying this strategy
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- to patients. In this study, 10 nondisabled male subjects
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- walked on a treadmill while 0%, 30%, 50%, and 70% of their
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- body weight was supported by a modified climbing harness.
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- To dissociate the changes attributable to walking speed
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- from those attributable to body weight, each subject walked
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- at the specified body-weight-support (BWS) levels and at
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- full weight bearing (FWB) at the same speed. Simultaneously,
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- electromyographic data from the right leg muscles, footswitch
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- signals, and video recording of joint motion were collected.
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- The FWB and BWS gaits appeared similar, except at the highest
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- level of BWS studied (ie, 70% of BWS). Significant differences
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- among other BWS and FWB trials at comparable speeds included
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- decreases in percentage of stance, percentage of total
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- double-limb support time, and maximum hip and knee flexor
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- swing angle. Other adaptations to BWS were a reduction
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- in the mean burst amplitude of the muscles that are active
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- during stance and an increase in the mean burst amplitude
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- of the tibialis anterior muscle. The possible implications
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- of this new gait retraining strategy for patients with
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- neurological impairment are discussed. [Finch L, Barbeau
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- H, Arsenault B. Influence of body weight support on normal
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- human gait: development of a gait retraining strategy.
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- MH - Body Weight|*PH
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- MH - Gait|*PH
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- MH - Physical Therapy|*
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- AD - Department of Physiotherapy
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- AD - Montreal Neurological Institute
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- AD - Quebec
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- AD - Canada.
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- SO - Phys Ther 1991 Nov; 71(11):842-55; discussion 855-6
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- DP - 1991 Nov
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- TA - Phys Ther
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- PG - 842-55; discussion 855-6
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- IP - 11
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- VI - 71
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- UI - 92052534
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- 4
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- AU - Schubert M
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- AU - Curt A
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- AU - Jensen L
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- AU - Dietz V
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- TI - Corticospinal input in human gait: modulation of magnetically
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- evoked motor responses.
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- AB - Transcranial magnetic stimulation (TMS) of the motor cortex
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- was applied during locomotion to investigate the significance
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- of corticospinal input upon the gait pattern. Evoked motor
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- responses (EMR) were studied in the electromyogram (EMG)
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- of tibialis anterior (TA), gastrocnemius (GM) and, for
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- reference, abductor digiti minimi (AD) muscles by applying
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- below-threshold magnetic stimuli during treadmill walking
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- in healthy adults. Averages of 15 stimuli introduced randomly
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- at each of 16 phases of the stride cycle were analysed.
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- Phase-dependent amplitude modulation of EMR was present
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- in TA and GM which did not always parallel the gait-associated
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- modulation of the EMG activity. No variation of onset latency
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- of the EMR was observed. The net modulatory response was
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- calculated by comparing EMR amplitudes during gait with
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- EMR amplitudes obtained (at corresponding background EMG
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- activities) during tonic voluntary muscle contraction.
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- Large net responses in both muscles occurred prior to or
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- during phasic changes of EMG activity in the locomotor
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- pattern. This facilitation of EMR was significantly higher
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- in leg flexor than extensor muscles, with maxima in TA
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- prior to and during late swing phase. A comparison of this
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- facilitation of TA EMR prior to swing phase and prior to
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- a phasic voluntary foot dorsiflexion revealed a similar
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- onset but an increased amount of early facilitation in
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- the gait condition. The modulated facilitation of EMR during
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- locomotion could in part be explained by spinal effects
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- which are different under dynamic and static motor conditions.
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- However, we suggest that changes in corticospinal excitability
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- during gait are also reflected in this facilitation. This
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- suggestion is based on: (1) the similar onset yet dissimilar
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- size of facilitatory effects in TA EMR prior to the swing
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- phase of the stride cycle and during a voluntary dynamic
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- activation, (2) the inverse variation of EMR and EMG amplitudes
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- during this phase, and (3) the occurrence of this inversion
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- at stimulation strengths below motor threshold (motor threshold
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- was determined during weak tonic contraction and EMR were
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- facilitated during gait). It is hypothesized that the facilitation
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- is phase linked to ensure postural stability and is most
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- effective during the phases prior to and during rhythmical
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- activation of the leg muscles resulting in anticipatory
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- adjustment of the locomotor pattern.
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- MH - Electromagnetic Fields|*
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- MH - Gait|*PH
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- MH - Motor Cortex|*PH
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- MH - Movement|*PH
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- MH - Spinal Cord|*PH
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- AD - Department of Clinical Neurology and Neurophysiology
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- AD - University of Freiburg
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- AD - Germany. schubert@nz11.uk1.uni-freiburg.de
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- SO - Exp Brain Res 1997 Jun; 115(2):234-46
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- DP - 1997 Jun
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- TA - Exp Brain Res
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- PG - 234-46
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- IP - 2
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- VI - 115
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- UI - 97368085
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