Fetal ultrasound image processing
PulseAugur coverage of Fetal ultrasound image processing — every cluster mentioning Fetal ultrasound image processing across labs, papers, and developer communities, ranked by signal.
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New framework enhances fetal ultrasound segmentation with semi-supervised learning
Researchers have developed DACL, a novel semi-supervised framework designed to improve the segmentation of fetal ultrasound images. This method utilizes both a lightweight convolutional network and a Transformer-based n…
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AI in fetal ultrasound needs calibration and explainability, review finds
A systematic review of 78 studies published between 2015 and 2026 examined the use of explainable AI and uncertainty quantification in fetal ultrasound plane classification. While AI models achieved a pooled balanced ac…
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AI bias in fetal ultrasound linked to image quality, not just representation
Researchers have developed a new framework to identify and disentangle intersectional bias in medical AI, specifically examining fetal ultrasound models. The framework combines unsupervised slice discovery, factor-wise …