Prostate capsule segmentation from micro-ultrasound images using adaptive focal loss

Key Points

• Accurate segmentation of prostate capsule enhances image interpretation and treatment planning.
• The segmentation achieved a mean intersection over union (IoU) score of 85.4%, highlighting its effectiveness.
• Image analysis utilized adaptive focal loss to address class imbalance in micro-ultrasound settings.
• Findings support the potential of improved segmentation techniques for better clinical outcomes in prostate cancer.