MODERATORS: Andrea Margulis | Mollie Wood
Are Major Congenital Malformations (MCMs) Identifiable Among Claims for Non-Live Births? 
Elizabeth Bell | Michael Doherty | Rishav Singla | John Seeger (United States)
Validity of Algorithms for Congenital Malformations in United States Claims, Registry, and Surveillance Databases: A Systematic Literature Review 
Mengying Li | Megan Farris | Sophie Jacobovitz | Laura Walsh | Shangzhi Gao | Sarah Irvin | Camelia Graham (United States)
Identifying Pediatric Patients for an External Control Arm for a Set of Rare Disease Trials Using Multiple Administrative Healthcare Data Sources: Lessons from the Road
Sarah Hoffman | Francesca Kolitsopoulos | Aziza Jamal-Allial | Keith Wilner | Cynthia Senerchia | Daina Esposito | James Harnett (United States)
Triple Challenges – Small Sample Sizes in Both Exposure and Control Groups When Scanning Rare Maternal Outcomes in Signal Identification: A Simulation Study
Thuy Thai | Almut Winterstein | Elizabeth Suarez | Jiwei He | Yueqin Zhao | Di Zhang | Danijela Stojanovic | Jane Liedtka | Abby Anderson | José Hernández-Muñoz | Monica Munoz | Wei Liu | Inna Dashevsky | Elizabeth Messenger-Jones | Elizabeth Siranosian | Judith Maro (United States)
Factors Associated with Abortion of Women with Systemic Lupus Erythematosus (SLE): Using a National Claims Database in Korea
Yu-Seon Jung | Yeo-Jin Song | Jihyun Keum | Soo-Kyung Cho | Yoon-Kyoung Sung | Sun-Young Jung (Republic of Korea)
No Time to Lose – Prenatal Exposure to Teratogenic Medications and New Abortion Laws in the United States 
Almut Winterstein | Yanning Wang | Nicole Smolinski | Thuy Thai | Celeste Ewig | Sonja Rasmussen (United States)