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A comprehensive survey on deep active learning in medical image analysis
Deep learning has achieved widespread success in medical image analysis, leading to an
increasing demand for large-scale expert-annotated medical image datasets. Yet, the high …
increasing demand for large-scale expert-annotated medical image datasets. Yet, the high …
SBC-AL: Structure and Boundary Consistency-Based Active Learning for Medical Image Segmentation
T Zhou, J Yang, L Cui, N Zhang, S Chai - International Conference on …, 2024 - Springer
Deep learning-based (DL) models have shown superior representation capabilities in
medical image segmentation tasks. However, these representation powers require DL …
medical image segmentation tasks. However, these representation powers require DL …