Andrew P. Michelson

Andrew P. Michelson, MD is an Assistant Professor of Medicine in the Division of Pulmonary and Critical Care Medicine at Washington University in St. Louis School of Medicine. He holds affiliations with the Institute of Clinical and Translational Sciences (ICTS), Institute for Informatics, Data Science and Biostatistics (I2DB), and the Center for Applied Health Informatics (CAHI). His research focuses on machine learning and artificial intelligence applications in medicine, particularly in lung transplantation, critical care, and clinical informatics. He has contributed to over 36 peer-reviewed publications since 2011, emphasizing predictive modeling for primary graft dysfunction, AI-driven diagnostics for cochlear implants, and sepsis prediction systems. His work bridges clinical practice and advanced computational methods to improve patient outcomes in respiratory and transplant medicine.

• Affiliations: ICTS, I2DB, CAHI
• Key Research Areas: Machine learning in healthcare, lung transplantation outcomes, clinical informatics
• Notable Projects: Development of machine learning models for predicting primary graft dysfunction post-lung transplantation, AI applications in otology and neurotology

Michelson's research integrates clinical data with advanced analytics to address critical questions in pulmonology and critical care. His recent work highlights the use of CT imaging and multimodal data to enhance transplant outcomes and improve diagnostic accuracy in otolaryngology. He collaborates widely, contributing to translational research initiatives like the CRITICAL resource for intensive care analytics.