AI-enabled workflow for automated classification and analysis of feto-placental Doppler images

• Main Authors: Ainhoa M. Aguado (Author), Guillermo Jimenez-Perez (Author), Devyani Chowdhury (Author), Josa Prats-Valero (Author), Sergio Sánchez-Martínez (Author), Zahra Hoodbhoy (Author), Shazia Mohsin (Author), Roberta Castellani (Author), Lea Testa (Author), Fàtima Crispi (Author), Bart Bijnens (Author), Babar Hasan (Author), Gabriel Bernardino (Author)
• Format: Book
• Published: Frontiers Media S.A., 2024-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

IntroductionExtraction of Doppler-based measurements from feto-placental Doppler images is crucial in identifying vulnerable new-borns prenatally. However, this process is time-consuming, operator dependent, and prone to errors.MethodsTo address this, our study introduces an artificial intelligence...