A comprehensive survey on deep active learning in medical image analysis

Haoran Wang, Qiuye Jin, Shiman Li +3

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 cost…