Research Article
Preliminary Study on the Efficient Electrohysterogram Segments for Recognizing Uterine Contractions with Convolutional Neural Networks
Table 3
Test results with EHG segments of different durations.
| Different durations | Resulting values | Parameters | FP | FN | TP | TN | SE | SP | ACC |
| 10_L6 | 107 | 793 | 263 | 949 | 0.25 | 0.90 | 0.57 | 10_L5 | 115 | 777 | 279 | 941 | 0.26 | 0.89 | 0.58 | 10_L4 | 162 | 534 | 522 | 894 | 0.49 | 0.85 | 0.67 | 10_L3 | 287 | 368 | 688 | 769 | 0.65 | 0.73 | 0.69 | 10_L2 | 190 | 308 | 748 | 866 | 0.71 | 0.82 | 0.76 | 10_L1 | 115 | 183 | 873 | 941 | 0.83 | 0.89 | 0.86 | 10_R1 | 124 | 206 | 850 | 932 | 0.80 | 0.88 | 0.84 | 10_R2 | 135 | 259 | 797 | 921 | 0.75 | 0.87 | 0.81 | 10_R3 | 261 | 349 | 707 | 795 | 0.67 | 0.75 | 0.71 | 10_R4 | 151 | 517 | 539 | 905 | 0.51 | 0.86 | 0.68 | 10_R5 | 268 | 887 | 169 | 788 | 0.25 | 0.84 | 0.55 | 10_R6 | 182 | 844 | 212 | 874 | 0.20 | 0.83 | 0.51 | 20_L3 | 241 | 726 | 330 | 815 | 0.31 | 0.77 | 0.54 | 20_L2 | 160 | 344 | 712 | 896 | 0.67 | 0.85 | 0.76 | 20_L1 | 130 | 108 | 948 | 926 | 0.90 | 0.88 | 0.89 | 20_R1 | 176 | 205 | 851 | 880 | 0.81 | 0.83 | 0.82 | 20_R2 | 169 | 371 | 685 | 887 | 0.65 | 0.84 | 0.74 | 20_R3 | 198 | 784 | 272 | 858 | 0.26 | 0.81 | 0.54 | 30_L2 | 210 | 687 | 369 | 846 | 0.35 | 0.80 | 0.58 | 30_L1 | 135 | 216 | 840 | 921 | 0.80 | 0.87 | 0.83 | 30_R1 | 154 | 238 | 818 | 902 | 0.77 | 0.85 | 0.81 | 30_R2 | 198 | 750 | 306 | 858 | 0.29 | 0.81 | 0.55 |
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