Recognition of calcifications in thyroid nodules based on attention-gated collaborative supervision network of ultrasound images.

CONCLUSIONS: our collaborative semi-supervised model has a preferable performance in calcification recognition, and it reduces the number of manual annotations of pixel-level labels. Moreover, it may be of great reference for the object recognition of medical dataset with few labels. PMID: 32804114 [PubMed - as supplied by publisher]
Source: Journal of X-Ray Science and Technology - Category: Radiology Tags: J Xray Sci Technol Source Type: research