Daniel Ehrmann MD, MS

My research focuses on the intersection between technology and humanity in the complex, dynamic clinical workflows. The primarily technological focus of my work is on artificial intelligence, and specifically explainable forms of neural networks and reinforcement learning that underpin clinical decision support and closed loop control systems. I leverage my expertise as a dual boarded pediatric cardiologist and intensivist to design systems capable of improving the efficiency, effectivness, safety, and precision of care processes in pediatric cardiac intensive care, while also focusing on the human elements required to make these systems successful at the bedside. These human factors include studying cognitive load and workflow optimization. Through parternship with a passionate, multidisciplinary team of collaborators, we hope to not only achieve academic success, but more importantly change the paradigm for pediatric critical care delivery through creativity, innovation, and industry partnership.