Ultrasound-CLIP: Semantic-Aware Contrastive Pre-training for Ultrasound Image-Text Understanding

Ultrasound-CLIP: Semantic-Aware Contrastive Pre-training for Ultrasound Image-Text Understanding explores A semantic-aware contrastive learning framework for ultrasound image-text understanding, achieving state-of-the-art performance on classification and retrieval tasks.. Commercial viability score: 7/10 in Medical AI.