Introduces Hybrid Tuning adapter with frequency filtering and noise estimation to adapt CLIP for ultrasound segmentation and classification, claiming outperformance on six multi-center datasets.
In: Pro- ceedings of the IEEE/CVF conference on computer vision and pattern recognition
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Adapting Vision-Language Foundation Model for Next Generation Medical Ultrasound Image Analysis
Introduces Hybrid Tuning adapter with frequency filtering and noise estimation to adapt CLIP for ultrasound segmentation and classification, claiming outperformance on six multi-center datasets.