LoRA fine-tuning of FetalCLIP achieves F1 0.757 for fetal ultrasound frame-quality classification, and a thresholded segmentation variant reaches F1 0.771.
In: 2023 IEEE/CVF Conference on Com- puter Vision and Pattern Recognition (CVPR)
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Advancing Fetal Ultrasound Image Quality Assessment in Low-Resource Settings
LoRA fine-tuning of FetalCLIP achieves F1 0.757 for fetal ultrasound frame-quality classification, and a thresholded segmentation variant reaches F1 0.771.