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article · 2025

PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification

In recent years, supervised learning using convolutional neural networks (CNN) has served as a benchmark for various medical image segmentation and classific...

6 citationsDOI: https://doi.org/10.1109/tetci.2025.3547635
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification