medRxiv preprint doi: https://doi.org/10.1101/2021.05.25.21257630; this version posted July 10, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission. Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination Julien J. STIRNEMANN1, Remi BESSON5, Emmanuel SPAGGIARI1,4, Sandra ROJO5, Frederic LOGE5, Helene PEYRO-SAINT-PAUL5, Stephanie ALLASSONNIERE2,3, Erwan LE PENNEC3,6, Yves VILLE1 1. Obstetrics and maternal-fetal medicine, Necker - Enfants Malades Hospital, AP-HP and EA7328 université de Paris, IMAGINE Institute 2. School of Medicine, université de Paris, INRIA EPI HEKA, INSERM UMR1138, Sorbonne université 3. Center for Applied Mathematics, Ecole Polytechnique. Institut Polytechnique de Paris 4. Department of Histology-Embryology and Cytogenetics, Unit of Embryo & Fetal Pathology, Necker-Enfants Malades Hospital, AP-HP and Paris Descartes University; INSERM UMR 1163, IMAGINE Institute. 5. SONIO SAS, 24 rue du Faubourg Saint-Jacques, 75014 Paris. 6. Xpop, INRIA Saclay Conflict of interest: JS, RB, ES, SA, ELP and YV are co-founders of the SONIO company. SR, FL and HPSP are employed by the SONIO company. Funding: None IRB : CERAPHP.5 #00011928 Correspondence: Pr Julien STIRNEMANN Maternité, Hôpital Necker Enfants Malades, 149 rue de Sevres 75015 Paris email:
[email protected] phone: +33171196218 NOTE: This preprint reports new research that has not been certified by peer review and should not be used to guide clinical practice. medRxiv preprint doi: https://doi.org/10.1101/2021.05.25.21257630; this version posted July 10, 2021.