Research Article
Particle Swarm Optimization for Positioning the Coil of Transcranial Magnetic Stimulation
Table 3
Detailed convergence results for each head model.
| Model | Iterations to converge | E-field strength in ROI (IP) in V/m | E-field strength in ROI by optimization (V/m) | E-field strength enhancement (%) | Displacement from IP (mm) | φ (°) |
| Simulation 1 | Chinese female | 10 | 1.12 | 1.75 | 57.62 | 10.59 | 48.46 | Chinese male | 10 | 1.87 | 2.39 | 28.20 | 14.41 | 41.81 | Billie | 7 | 1.99 | 3.16 | 59.28 | 1.32 | 87.09 | Duke | 8 | 2.76 | 3.53 | 27.79 | 12.83 | 162.25 | Ella | 6 | 2.82 | 4.32 | 53.58 | 5.94 | 107.71 | TWU | 6 | 1.12 | 1.82 | 62.86 | 15.37 | 32.21 | Japanese male | 6 | 1.90 | 2.50 | 31.66 | 7.49 | 17.73 | Japanese female | 8 | 2.30 | 2.76 | 20.07 | 17.03 | 54.89 | Norman | 8 | 2.54 | 3.89 | 52.73 | 13.86 | 145.69 | Naomi | 7 | 1.22 | 2.01 | 64.69 | 2.58 | 33.23 | Korean adult | 6 | 2.10 | 4.41 | 109.28 | 5.68 | 76.13 | Korean child | 6 | 1.56 | 1.74 | 11.14 | 3.11 | 9.49 | VIP-man | 7 | 1.16 | 1.64 | 41.47 | 4.44 | 107.48 | Simulation 2 | Chinese female | 8 | 1.12 | 1.76 | 58.54 | 5.67 | 159.82 | Chinese male | 8 | 1.87 | 2.43 | 30.07 | 10.16 | 104.24 | Billie | 7 | 1.99 | 3.12 | 57.05 | 4.32 | 83.41 | Duke | 8 | 2.76 | 3.48 | 26.31 | 6.42 | 165.59 | Ella | 6 | 2.82 | 4.12 | 46.48 | 5.69 | 86.66 | TWU | 6 | 1.12 | 1.92 | 71.32 | 12.09 | 88.49 | Japanese male | 6 | 1.90 | 2.51 | 32.40 | 18.22 | 61.17 | Japanese female | 6 | 2.30 | 2.73 | 18.85 | 8.54 | 26.35 | Norman | 8 | 2.54 | 3.84 | 50.90 | 16.12 | 158.84 | Naomi | 8 | 1.22 | 2.04 | 67.09 | 9.49 | 34.04 | Korean adult | 7 | 2.10 | 4.56 | 116.57 | 5.27 | 69.35 | Korean child | 7 | 1.56 | 1.77 | 13.24 | 3.25 | 18.91 | VIP-man | 7 | 1.16 | 1.67 | 44.47 | 3.91 | 119.99 |
| Simulation 3 | Chinese female | 9 | 1.12 | 1.75 | 57.19 | 16.80 | 77.73 | Chinese male | 10 | 1.87 | 2.43 | 30.33 | 5.47 | 98.17 | Billie | 8 | 1.99 | 3.13 | 57.88 | 4.86 | 78.56 | Duke | 7 | 2.76 | 3.51 | 27.39 | 9.79 | 178.76 | Ella | 5 | 2.82 | 4.11 | 46.04 | 10.05 | 109.07 | TWU | 6 | 1.12 | 2.01 | 79.22 | 16.09 | 172.07 | Japanese male | 7 | 1.90 | 2.50 | 31.87 | 5.49 | 14.65 | Japanese female | 9 | 2.30 | 2.87 | 25.00 | 8.65 | 62.05 | Norman | 7 | 2.54 | 3.82 | 49.99 | 17.01 | 147.85 | Naomi | 7 | 1.22 | 1.99 | 63.13 | 1.66 | 30.42 | Korean adult | 7 | 2.10 | 4.52 | 114.92 | 4.33 | 67.99 | Korean child | 7 | 1.56 | 1.79 | 14.51 | 3.40 | 19.36 | VIP-man | 8 | 1.16 | 1.66 | 43.24 | 6.67 | 65.01 |
| Simulation 4 | Chinese female | 10 | 1.12 | 1.76 | 58.60 | 7.31 | 0.26 | Chinese male | 8 | 1.87 | 2.49 | 33.25 | 14.44 | 118.79 | Billie | 6 | 1.99 | 3.12 | 57.30 | 14.83 | 82.37 | Duke | 8 | 2.76 | 3.40 | 23.29 | 13.01 | 176.63 | Ella | 9 | 2.82 | 4.13 | 46.65 | 13.51 | 78.73 | TWU | 6 | 1.12 | 1.83 | 63.96 | 14.14 | 25.58 | Japanese male | 5 | 1.90 | 2.48 | 30.89 | 9.94 | 38.74 | Japanese female | 8 | 2.30 | 2.71 | 17.89 | 3.44 | 51.97 | Norman | 8 | 2.54 | 3.79 | 48.93 | 13.39 | 138.17 | Naomi | 9 | 1.22 | 1.91 | 56.97 | 8.11 | 34.79 | Korean adult | 8 | 2.10 | 4.51 | 114.13 | 7.22 | 71.33 | Korean child | 6 | 1.56 | 1.73 | 10.98 | 1.93 | 1.71 | VIP-man | 6 | 1.16 | 1.69 | 45.97 | 17.64 | 122.74 | Simulation 5 | Chinese female | 11 | 1.12 | 1.77 | 59.08 | 8.85 | 93.97 | Chinese male | 6 | 1.87 | 2.44 | 31.00 | 14.88 | 117.89 | Billie | 4 | 1.99 | 3.20 | 61.11 | 4.43 | 81.44 | Duke | 9 | 2.76 | 3.34 | 21.29 | 7.62 | 163.16 | Ella | 4 | 2.82 | 4.24 | 50.74 | 8.82 | 79.7 | TWU | 9 | 1.12 | 1.93 | 72.46 | 11.18 | 18.37 | Japanese male | 11 | 1.90 | 2.48 | 30.49 | 15.94 | 25.12 | Japanese female | 7 | 2.30 | 2.78 | 20.79 | 13.00 | 61.98 | Norman | 7 | 2.54 | 3.80 | 49.39 | 12.40 | 157.69 | Naomi | 7 | 1.22 | 2.01 | 65.20 | 10.56 | 33.21 | Korean adult | 7 | 2.10 | 4.54 | 115.76 | 3.96 | 69.43 | Korean child | 6 | 1.56 | 1.74 | 11.65 | 1.84 | 1.02 | VIP-man | 8 | 1.16 | 1.67 | 44.32 | 8.53 | 118.83 |
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The values were calculated with the incident current to the coil as 1 kA at 2.24 kHz.
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