This month's Research Grand Rounds features Michael N. Liebman, PhD. He will discuss "Challenges in Dealing with Real-World Data".

Dr. Liebman is the Managing Director of IPQ Analytics and Strategic Medicine, Inc. He previously served as Director of Computational Biology and Biomedical Informatics at U Penn, Global Head of Computational Genomics at Roche, Director of Bioinformatics and Pharmacogenomics at Wyeth and Director of Genomics at Vysis. Dr. Liebman's research focuses on computational models of disease progression that stress risk detection, disease processes and clinical pathway modeling, and disease stratification from the clinical perspective. He utilizes systems-based approaches and design thinking to represent and analyze risk/benefit analysis in pharmaceutical development and healthcare.