Machine Learning for Health (ML4H) is a longstanding venue for research into machine learning for health, including both theoretical works and applied works. In response to the growing community, ML4H will be a separate symposium, rather than a NeurIPS workshop. This event represents a continuation of prior ML4H workshops and will be colocated with NeurIPS. This will allow us to expand the reviewing timeline and introduce a formal author response and reviewer discussion period, which we hope will improve the reviewing experience.