ABCDS Oversight Director Nicoleta Economou, PhD, and Benjamin Goldstein, PhD, recently served on an invited panel: ‘Machine Learning Applications in Medical Informatics and Avoiding Bias and Supporting Fairness and Equity’ for the Analytics and Machine-Learning for Maternal-Health Interventions (AMMI) 2023 Conference. Supported by the UNC Carolina Health Informatics Program, the AMMI Conference was held at the Siena Hotel in Chapel Hill, North Carolina.