The Department of Anesthesiology, Perioperative, and Pain Medicine, at Stanford University's School of Medicine, is a world-leading department that offers comprehensive training and perioperative patient care, pain management, and critical care medicine as well as cutting-edge research, encompassing a wide spectrum of programs in basic, translational, clinical, health services and medical education. The Aghaeepour Lab develops machine learning methods to integrate multimodal biomedical data-including electronic health records, physiological monitoring, and omics data-to improve outcomes in acute care settings such as the operating room, ICU, and NICU.