AUG 12, 2026 · JOURNAL ARTICLE
Multi-plane attention guided 3D nnU-Net for MRI-based cervical cancer segmentation
Frontiers in Oncology
Single-arm algorithm development study on a public dataset with surrogate imaging endpoints (segmentation accuracy metrics) and no clinical validation or prospective comparison.
Reported
Accuracy95.04%
Intersection over Union (IoU)87.87%
Dice score93.52%