Transporting an Artificial Intelligence Model to Predict Emergency Cesarean Delivery: Overcoming Challenges Posed by Interfacility Variation

Joshua Guedalia   ^{1 *} , MBA, PhD ;   Michal Lipschuetz   ^{1, 2 *} , RN, PhD ;   Sarah M Cohen   ² , MPH ;   Yishai Sompolinsky   ² , MD ;   Asnat Walfisch   ² , MD ;   Eyal Sheiner   ³ , MD ;   Ruslan Sergienko   ⁴ , MA ;   Joshua Rosenbloom   ² , MD ;   Ron Unger   ¹ , PhD ;   Simcha Yagel   ² , MD ;   Hila Hochler   ² , MD

¹ The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel

² Division of Obstetrics & Gynecology, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel

³ Department of Obstetrics and Gynecology, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel

⁴ Department of Public Health, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel

*these authors contributed equally