most citedEfficient Multi-scale Masked Autoencoders with Hybrid-Attention Mechanism for Breast Lesion Classification

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cs.LG2026

Self-Auditing Parameter-Efficient Fine-Tuning for Few-Shot 3D Medical Image Segmentation

Son Thai Ly, Hien V. Nguyen

Adapting foundation models to new clinical sites remains challenging in practice. Domain shift and scarce annotations must be handled by experts, yet many clinical groups do not ha…