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20242026
most citedMedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder

1 citations · 1 across the 6 of their papers we have counts for

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cs.CV2025

Medal S: Spatio-Textual Prompt Model for Medical Segmentation

Pengcheng Shi, Jiawei Chen, Jiaqi Liu +3

We introduce Medal S, a medical segmentation foundation model that supports native-resolution spatial and textual prompts within an end-to-end trainable framework. Unlike text-only…

cs.CV2025

Addressing Domain Shift via Imbalance-Aware Domain Adaptation in Embryo Development Assessment

Lei Li, Xinglin Zhang, Jun Liang +1

Deep learning models in medical imaging face dual challenges: domain shift, where models perform poorly when deployed in settings different from their training environment, and cla…