Generating cervical anatomy labels using a deep ensemble multi-class segmentation model applied to transvaginal ultrasound images
Abstract Preterm birth (PTB) is the leading cause of perinatal death, affecting 10% of pregnancies. Currently, transvaginal ultrasound (TVUS) measurement of cervical length (CL) is the sole quantitative imaging metric for PTB risk, but offers limited predictive value. While computational models of c...
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| Main Authors: | , , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-05-01
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| Series: | npj Women's Health |
| Online Access: | https://doi.org/10.1038/s44294-025-00075-x |
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