SPARCL: Spatially Adaptive Regional Coverage for Active Learning in Chest X-ray Analysis

Juho Jung, Seongjae Kang, Mijoo Kim +4

Pixel-level annotation for chest X-ray (CXR) lesion segmentation is expensive, making active learning (AL) essential. However, existing AL strategies fail to account for the spatia…