BabyNet＋＋: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery

Szymon Plotka, Michal K. Grzeszczyk, Robert Brawura-Biskupski-Samaha, Pawel Gutaj, Michal Lipa, Tomasz Trzcinski, Ivana Isgum, Clara I. Sánchez, Arkadiusz Sitek

Abstract: Highlights•A novel method for fetal birth weight estimation based on multimodal data.•Fetal US videos acquired 24 hours prior to delivery and clinical indicators.•The actual birth weight post-delivery served as the ground truth.•Human observer study was performed to benchmark the model’s efficacy.•Model matched clinician performance levels.