Residual valve after ablation in PUV
| Article DOI | https://doi.org/10.4081/aiua.2024.12530 |
| Objective | To estimate the residual valve rate after endoscopic valve ablation |
| AI Approach | ANN |
| Data Source(s) | Two-centre institutional series (144 patients) |
| Model Input | 24 post-operative and preoperative clinical variables (incl. age at surgery, hyperechogenicity of the renal parenchyma, presence of VUR, and grade of reflux before surgery |
| Model Outcome | Residual valves |
| Model Metrics | AUC 0.90, accuracy 91%, sensitivity 93%, specificity 73% |
| Model Usability | No dataset available. |
AI = Artificial intelligence, PUV = Posterior urethral valves, AUC = Area under the receiver operator characteristic
AIPEDURO 
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