Author

Pablo Parra-Méndez

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Jul 2026

Pilot feasibility study of deep learning-based detection of malignant liver lesions in intraoperative ultrasound imaging

YOLO11 and RF-DETR showed complementary strengths in sensitivity and precision, respectively, and should be regarded as exploratory support tools requiring further training, patient-level validation, and external multicenter evaluation before clinical implementation.

Pablo Parra-Méndez, P. Parra-Membrives · Surgical Endoscopy · 0 citations