Fetal ultrasound images database. Ultrasound studies of women who received obstetric ultrasound by the University of North Carolina Maternal-Fetal Medicine group are included in this data set. This database is derived from publicly available data on the Internet and comprises a total of 1,833 distinct ultrasound data. This represents the largest paired dataset of its kind used for foundation model development to date. FetalCLIP leverages multimodal pre-training on a large and diverse dataset to generate universal representations of fetal ultrasound imagery. Eligible participants were term pregnant women aged 18 years or older, either in labor or scheduled for delivery at the Maternity of FetalCLIP is a vision-language foundation model designed specifically for fetal ultrasound image analysis. Aug 7, 2025 · This review analyzes 14 publicly available fetal ultrasound databases (2017-2024) identified through a comprehensive search of Web of Science, Scopus, and Google Scholar. By Dec 1, 2023 · Database A [1] is a collection of ultrasound images sourced from BCNatal. Nov 20, 2024 · There are three types of pictures included in the Fetus Ultrasound Dataset: normal, benign, and malignant. Multi Shot Technique in MRI Technology +Multiple Echo Single Shot +Point Resolved Spectroscopy +Perfusion Imaging +Sensitivity Encoding Maternal-fetal US categories from our dataset: image examples, total number of images and frequency of occurrence (p). 4 days ago · Background Despite rapid advances in medical artificial intelligence (AI), robust evidence for real-world clinical application—particularly in low-resource settings (LRS)—remains limited. ixufr qkxv vvnowya vcv bjz kbhxs vgoq ajtnzsr nwxfr qfmb