A mobile-optimized artificial intelligence system for gestational age and fetal malpresentation assessment.
Ryan G GomesBellington VwalikaChace LeeAngelica WillisMarcin SieniekJoan T PriceChristina ChenMargaret P KasaroJames A TaylorElizabeth M StringerScott Mayer McKinneyNtazana SindanoGeorge E DahlWilliam GoodnightJustin GilmerBenjamin H ChiCharles LauTerry SpitzT SaensuksopaKris LiuTiya TiyasirichokchaiJonny WongRory PilgrimAkib UddinGreg CorradoLily PengKatherine ChouDaniel TseJeffrey S A StringerShravya ShettyPublished in: Communications medicine (2022)
The gestational age model is non-inferior to the clinical standard and the fetal malpresentation model has high AUC-ROCs across operators and devices. Our AI models are able to run on-device, without internet connectivity, and provide feedback scores to assist in upleveling the capabilities of lightly trained ultrasound operators in low resource settings.