Biomarker and signature phenotype information equivalency and its effects on signature instability and reproducibility

Constantin F. Aliferis MD, PhD, FACMI, Professor of Medicine, Dpt. Of Medicine
Professor of Data Science, Program in Data Science, Chief Research Informatics Officer and member of Executive Leadership Group CTSI, Director, Institute for Health Informatics, Chief Data Analytics Officer, M-Health