From Point Estimates to Distributions: GMM Pooling for MIL in Preterm Birth Prediction

Hussain Alasmawi, Numan Saeed, Soha Said +1

Preterm birth (PTB) prediction can enable targeted surveillance and timely intervention, yet most ultrasound-based models use a single selected transvaginal ultrasound (TVUS) frame…