“…Early reviews have attempted to summarize the use of AI in the prenatal period ( Al-yousif et al., 2021 ; Arjunan and Thomas, 2020 ; Avola et al., 2021 ; Davidson and Boland, 2021 ; Garcia-Canadilla et al., 2020 ; Hartkopf et al., 2019 ; Kaur et al., 2017 ; Komatsu et al., 2021a ; Shiney et al., 2017 ; Torrents-Barrena et al., 2019 ). However, these reviews are not comprehensive because they only target specific issues such as fetal cardiac function ( Garcia-Canadilla et al., 2020 ), Down syndrome ( Arjunan and Thomas, 2020 ), and fetal CNS ( Hartkopf et al., 2019 ). Similarly, other reviews have not focused on AI techniques and ultrasound images as the primary intervention ( Kaur et al., 2017 ; Shiney et al., 2017 ; Torrents-Barrena et al., 2019 ).…”