TinyUSFM-uLPIPS and TinyUSFM-NRQ provide task-linked, cross-organ, and clinically predictive quality assessment for ultrasound images that outperforms conventional metrics in calibration with segmentation performance and sonographer preference.
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Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model
TinyUSFM-uLPIPS and TinyUSFM-NRQ provide task-linked, cross-organ, and clinically predictive quality assessment for ultrasound images that outperforms conventional metrics in calibration with segmentation performance and sonographer preference.