Use of uterine activity to predict preterm birth by artificial intelligence assisted models: a narrative systematic review

Non-linear features and DL models offer superior results. However, we did not find evidence of external validation, thus the applicability of models in uterine contraction assessment for the prediction of PTB remains limited. Future research requires an emphasis on clinical data integration within high-quality studies, as well as more more studies focusing on early PTB detection.