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©The Author(s) 2023.
World J Gastroenterol. Jun 28, 2023; 29(24): 3807-3824
Published online Jun 28, 2023. doi: 10.3748/wjg.v29.i24.3807
Published online Jun 28, 2023. doi: 10.3748/wjg.v29.i24.3807
Table 3 The Classification of the artificial neural network model and logistic regression model
| Models | Predicted results | Pathological diagnosis | ||
| + | - | Percent correct | ||
| LR | + | 77 | 55 | 58.3% |
| - | 201 | 1589 | 88.8% | |
| Percent correct | 27.7% | 96.7% | 86.7% | |
| ANN | + | 54 | 2 | 96.4% |
| - | 224 | 1642 | 88.0% | |
| Percent correct | 19.4% | 99.9% | 88.2% | |
- Citation: Yang JJ, Wang XY, Ma R, Chen MH, Zhang GX, Li X. Prediction of lymph node metastasis in early gastric signet-ring cell carcinoma: A real-world retrospective cohort study. World J Gastroenterol 2023; 29(24): 3807-3824
- URL: https://www.wjgnet.com/1007-9327/full/v29/i24/3807.htm
- DOI: https://dx.doi.org/10.3748/wjg.v29.i24.3807