PCA preprocessing improved recall and Dice in the worst 10 of 30 cross-dataset breast ultrasound segmentation pairs, but not across all pairs.
Principal component analysis: A review and recent developments
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PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation
PCA preprocessing improved recall and Dice in the worst 10 of 30 cross-dataset breast ultrasound segmentation pairs, but not across all pairs.