Heinrich Martin Overhoff

PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation

2025 · arXiv (Cornell University)

In medical image segmentation, limited external validity remains a critical obstacle when models are deployed across unseen datasets, an issue particularly pronounced in the ultrasound image domain. Existing solutions-such as domain adaptation and GAN-based style …