Research Article
[Retracted] FVC-NET: An Automated Diagnosis of Pulmonary Fibrosis Progression Prediction Using Honeycombing and Deep Learning
Table 4
Comparison of the predictions from FVC-Net, LR, and RF
| | Patient ID: ID00419637202311204720264 | Patient ID: ID00426637202313170790466 |
| Model | Initial (FVC) | Time (weeks) | Predicted (FVC) | Slope | Initial FVC | Time (weeks) | Predicted (FVC) | Slope | Original | 2920 | 50 | 2756.4 | -3.271 | 3030 | 50 | 2816.67 | −4.267 | FVC-Net | 2920 | 50 | 2803 | −2.34 | 3030 | 50 | 2884.29 | −2.914 | LR | 2920 | 50 | 2650 | −5.4 | 3030 | 50 | 2523.33 | −10.133 | RF | 2920 | 50 | 2855 | −1.3 | 3030 | 50 | 2667 | −7.26 |
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