An assessment of the usefulness of image pre-processing for the classification of first trimester fetal heart ultrasound using convolutional neural networks. - Catalin Stoean; Ruxandra Stoean; Mircea Hotoleanu; Dominic Iliescu; Ciprian Patru; Rodica Nagy (ICSTCC, 2021)

Deep Learning for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound. - Ruxandra Stoean; Dominic Iliescu; Catalin Stoean; Vlad Ilie; Ciprian Patru; Mircea Hotoleanu; Rodica Nagy; Dan Ruican; Rares Trocan; Andreea Marcu; Miguel A. Atencia Ruiz; Gonzalo Joya (IWANN (1), 2021)

Semantic segmentation of fetal heart components in second trimester echocardiography. - Catalin Stoean; Nebojsa Bacanin; Wieslaw Paja; Ruxandra Stoean; Dominic Iliescu; Ciprian Patru; Rodica Nagy (KES, 2022)