Research Article
Neutropenia Prediction Based on First-Cycle Blood Counts Using a FOS-3NN Classifier
Table 5
t-test for first-order blood count variables based on stratification into high- and low-risk groups.
| First order | Training | | | Testing | | |
| Day 0 | White blood cell count | 0.3532 | | White blood cell count | 0.0050 |
***
| Hemoglobin count | 0.3090 | | Hemoglobin count | 0.8936 | | Platelet count | 0.4773 | | Platelet count | 0.5421 | | Absolute neutrophil count | 0.4542 | | Absolute neutrophil count | 0.0057 |
***
|
| Day 7 | White blood cell count | 0.0756 |
***
| White blood cell count | 0.0152 |
***
| Hemoglobin count | 0.0771 | | Hemoglobin count | 0.5098 | | Platelet count | 0.1962 | | Platelet count | 0.8782 | | Absolute neutrophil count | 0.0501 |
***
| Absolute neutrophil count | 0.0324 |
***
|
| Day 28 | White blood cell count | 0.0010 |
***
| White blood cell count | 0.0001 |
***
| Hemoglobin count | 0.0050 |
***
| Hemoglobin count | 0.4487 | | Platelet count | 0.3107 | | Platelet count | 0.9300 | | Absolute neutrophil count | 0.0030 |
***
| Absolute neutrophil count | 0.0035 |
***
|
|
|
***Indicates t-test significance.
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