Placenta Accreta Spectrum (PAS) Detection on Ultrasound (US) (Cross-validation)
89.3AccuracyUnimodal US (This Study)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Unimodal US (This Study)Year=2025, Modality=2D US, Dataset=983 (214 PAS), Model=2D ResNet50, Notes=End-to-end pipeline; Automated feature extraction2025.12 | 89.3 | 0.89 | |
| Young et al. (Linear Classifier)Year=2024, Modality=2D US Features, Dataset=154 (77 PAS), Model=Linear Classifier, Notes=Manual ROI extraction; Feature-based model2025.12 | 88.7 | — | |
| Young et al. (Extra Trees)Year=2024, Modality=2D US Features, Dataset=154 (77 PAS), Model=Extra Trees, Notes=Manual ROI extraction; Feature-based model2025.12 | 83 | 0.9 |