Publications
Artificial Intelligence for the Detection of Fetal Ultrasound Findings Concerning for Major Congenital Heart Defects
Zelop, Carolyn M. MD; Lam-Rachlin, Jennifer MD; Arunamata, Alisa MD; Punn, Rajesh MD; Behera, Sarina K. MD; Lachaud, Matthias MD; David, Nadine MD; DeVore, Greggory R. MD; Rebarber, Andrei MD; Fox, Nathan S. MD; Gayanilo, Marjorie MD; Garmel, Sara MD; Boukobza, Philippe MD; Uzan, Pierre MD; Joly, Hervé MD; Girardot, Romain MD; Cohen, Laurence MD; Stos, Bertrand MD; De Boisredon, Malo MSc; Askinazi, Eric MSc; Thorey, Valentin MSc; Gardella, Christophe PhD; Levy, Marilyne MD; Geiger, Miwa MD
Obstetrics & Gynecology ():10.1097/AOG.0000000000006027, August 7, 2025. | DOI: 10.1097/AOG.0000000000006027
AI software enhances the detection of findings suspicious for severe congenital heart defects onprenatal ultrasounds by OBGYN/MFM Specialists
Lam-Rachlin J, Punn R, Behera S, Geiger M, Lachaud M, David N, Garmel S, Fox N, Rebarber A, DeVore G, Zelop C, Janssen M, Sylvester-Armstrong K, Kennedy J, Spiegelman J, Heiligenstein M, Bessis R, Mobeen S, Kia F, Friedman C, Melka S, Stos B, de Boisredon M, Askinazi E, Thorey V, Gardella C, Levy M, Arunamata A
BrightHeart (Industry), Paris, France
Evaluation of an AI Software for Improved Scanning of the Fetal Heart During Routine Anatomic Ultrasound
Lam-Rachlin J, Fox N, Do S, Gupta S, Gelber S, Spiegelman J, Inglis S, Muoser C, Tang X, Stos B, Askinazi E, de Boisredon M, Thorey V, Gardella C, Lévy M, Rebarber A
BrightHeart (Industry), Paris, France
AI Significantly Improves Detection of Prenatal Ultrasounds Suspicious for Major Congenital Heart Defects by OBGYN/MFMs
Lam-Rachlin, J., Punn, R., Behera, S., Geiger, M., Lauchaud, M., David, N., Garmel, S., et al.
Pregnancy, 1:e12002: 3-4, 2025
Artificial Intelligence System Accurately Detects Fetal Ultrasound Findings Suspicious For Major Congenital Heart Defects
Zelop, C., Lam-Rachlin, J., Arunamata, A., Punn, R., Behera, S., Lauchaud, M., David, N., et al.
Pregnancy, 1:e12008: 2, 2025
AI-Enhanced Detection of Congenital Heart Disease Suspicion in Second Trimester Ultrasounds by OBGYN and MFM
Lam-Rachlin, J., Punn, R., Lachaud, M., David, N. , Garmel, S., Bessis, R., Heiligenstein, M. et al.
Ultrasound in Obstetrics & Gynecology 64, no. S1: 63–63, 2024
Robust and Accurate Measurement of Semilunar Valves in Second Trimester Fetal Ultrasound Using an AI System
DeVore, G.R., Coll, A.C., Obayashi, D.Y., Levy, M., Stos, B., Askinazi, E., Thorey, V., De Boisredon, M., Gardella, C. & Silverman, N.H.
Ultrasound in Obstetrics & Gynecology 64, no. S1: 108–108, 2024
Accurate AI Measurements of Ventricular Area in Second Trimester Fetal Ultrasound Video Clips
Lam-Rachlin, J., Schwartz, N., DeVore, G.R., Fox, N., Rebarber, A., Levy, M., Stos, B. et al.
Ultrasound in Obstetrics & Gynecology 64, no. S1: 120–21, 2024
Accurate Detection of Atrioventricular Septal Defect (AVSD) in Fetal Ultrasound Using Artificial Intelligence
Stos, B., Lévy, M., Héry, E., Durand, I., Askinazi, E., Thorey, V., de Boisredon, M. & Gardella, C.
Archives of Cardiovascular Diseases, SI : FCPC 2024, 117, no. 8, Supplement: S220–21, 2024
High accuracy detection of transposition of the great arteries in 2nd trimester fetal ultrasound using artificial intelligence
Boukobza, P., Durand, I., Joly, H., Girardot, R., Stos, B., Askinazi, E., Thorey, V., de Boisredon, M., Gardella, C. & Lévy, M.
Fetal Medicine Foundation, 2024.
Overriding aorta identification using artificial intelligence applied to second-trimester fetal ultrasound
Stos, B., Levy, M., Askinazi, E., Constensoux, A., Thorey, V. & Gardella, C.
Archives of Cardiovascular Diseases, JESFC 2024, 117, no. 1, Supplement: S71–72, 2024
Identification of abnormal ventricular asymmetry in 2nd trimester fetal ultrasound using artificial intelligence
Levy, M., Stos, B., Thorey, V., Askinazi, E. & Gardella, C.
European Heart Journal 44 (Supplement 2), ehad655. 060, 2023
Evaluation of a Deep Neural Network for Detection of D-Transposition of the Great Arteries on Fetal Echocardiograms
Arunamata, A., Levy, M., Stos, B., Askinazi, E., Thorey, V. & Gardella, C.
Circulation 148 (Supplement 1), A13945-A13945, 2023
Detection of Atrioventricular Valve Malformation Using Artificial Intelligence Applied to Second Trimester Fetal Ultrasound
Lévy, M., Stos, B., Thorey, V., Askinazi, E., Mairovitz, V. & Gardella, C.
Ultrasound in Obstetrics & Gynecology 62, no. S1: 103–4, 2023