Journal: Frontiers in Neurology

Article Title: Real-time Classification of Non-Weight Bearing Lower-Limb Movements Using EMG to Facilitate Phantom Motor Execution: Engineering and Case Study Application on Phantom Limb Pain

doi: 10.3389/fneur.2017.00470

Figure Lengend Snippet: Sketch of the three electrode configurations. (A) Untargeted monopolar configuration, (B) targeted bipolar configuration, (C) targeted monopolar configuration, (D) common circumferential electrode, and (E) reference electrode.

Article Snippet: Altogether, sEMG signal acquisition in the lower limbs could be facilitated by placing the electrodes in monopolar configurations (UMC and TMC).

Techniques:

Journal: Frontiers in Neurology

Article Title: Real-time Classification of Non-Weight Bearing Lower-Limb Movements Using EMG to Facilitate Phantom Motor Execution: Engineering and Case Study Application on Phantom Limb Pain

doi: 10.3389/fneur.2017.00470

Figure Lengend Snippet: Box plots presenting the results of the comparison of the three electrode configurations in terms of real-time metrics relative [i.e., (A) completion percentage, (B) completion time, (C) selection time, (D) real-time accuracy] and (E) offline accuracy. The boxplots represent only the data relative to non-amputated subjects. The line in the center of the boxes indicates the location of the median, the upper edge indicates the third quartile, the bottom edge represents the first quartile, and the whiskers indicate the data range. Along with every boxplot, it is possible to the mean value for each subject. Red dots represent non-amputees, while the square and a star marker represent the data points for the transtibial and the transfemoral amputee subject, respectively. Statistical significance ( p < 0.05) is marked by the *.

Article Snippet: Altogether, sEMG signal acquisition in the lower limbs could be facilitated by placing the electrodes in monopolar configurations (UMC and TMC).

Techniques: Comparison, Selection, Marker

Journal: Frontiers in Neurology

Article Title: Real-time Classification of Non-Weight Bearing Lower-Limb Movements Using EMG to Facilitate Phantom Motor Execution: Engineering and Case Study Application on Phantom Limb Pain

doi: 10.3389/fneur.2017.00470

Figure Lengend Snippet: Sketch of the three electrode configurations. (A) Untargeted monopolar configuration, (B) targeted bipolar configuration, (C) targeted monopolar configuration, (D) common circumferential electrode, and (E) reference electrode.

Article Snippet: Initially the treatment was conducted with 16 electrodes in the TMC configuration (see ).

Techniques:

Journal: Frontiers in Neurology

Article Title: Real-time Classification of Non-Weight Bearing Lower-Limb Movements Using EMG to Facilitate Phantom Motor Execution: Engineering and Case Study Application on Phantom Limb Pain

doi: 10.3389/fneur.2017.00470

Figure Lengend Snippet: Example of targeted monopolar configuration used for the phantom motor execution treatment of the patient with lower-limb amputation.

Article Snippet: Initially the treatment was conducted with 16 electrodes in the TMC configuration (see ).

Techniques:

Journal: Frontiers in Neurology

Article Title: Real-time Classification of Non-Weight Bearing Lower-Limb Movements Using EMG to Facilitate Phantom Motor Execution: Engineering and Case Study Application on Phantom Limb Pain

doi: 10.3389/fneur.2017.00470

Figure Lengend Snippet: Performance metric mean values (SE) for each configuration: targeted monopolar configuration (TMC), targeted bipolar configuration (TBC), untargeted monopolar configuration with 8 channels (UMC-8 ch), and untargeted monopolar configuration with 16 channels (UMC-16 ch).

Article Snippet: Initially the treatment was conducted with 16 electrodes in the TMC configuration (see ).

Techniques: Selection