Hybrid representation-enhanced sampling for Bayesian active learning in musculoskeletal segmentation of lower extremities

ConclusionOur sampling method is proven efficient in reducing annotation costs in image segmentation tasks. The combination of the proposed method and our BAL framework provides a semi-automatic way for efficient annotation of medical image datasets.
Source: International Journal of Computer Assisted Radiology and Surgery - Category: Intensive Care Source Type: research