PROJECT ABSTRACT This is a renewal application from University of Colorado Anschutz Medical campus that expands the original focus of our existing “PRIDE Academy: Impact of Ancestry and Gender on omics of lung diseases (AGOLD)”. The new descriptive title is “Health AI and Data Science in Cardiovascular and Pulmonary Disease-Application and Bioethics (HARP-BIO)”. In this renewal, we propose to continue program focus on impact of gender and ancestry on interpretation of omics data but will now include data sciences in general, artificial intelligence and machine learning and how biases inherent in coding or programming of computers and/or instruments results in biased outputs and ultimately health disparities in pulmonary and cardiovascular diseases. This topic is well aligned with NHLBI interest areas of “Emerging technology and informatics, such as artificial intelligence/machine learning and Integration of wearable technology in research and clinical care” and Genomics, “populomics”, and precision health to advance the science of tailored treatment approaches for HLBS conditions. The overall objective remains the same: to introduce scholars from under-represented backgrounds to various omics platforms and how data sciences should be used ethically, interpreted and applied when working with under-represented populations. This academy will be housed at the Pulmonary and Critical Care, Cardiology Divisions of Dept of Medicine and the Department of Bioinformatics using resources available through the Centers for Personalized Medicine and Health Artificial Intelligence as well as the Center for Bioethics and Humanities. Over the last 4 years, AGOLD has trained 18 scholars, all underrepresented in Science or Medicine; all scholars received small research project funds leveraged to obtain additional extramural funds as well as peer-reviewed publications. The Pulmonary Division has a distinguished record of training leaders in pulmonary medicine and the new Bioinformatics Department has been instrumental in elucidating to what extent genetics can explain health disparities in complex diseases, particularly asthma. We propose a PRIDE summer academy that will include didactic and hands-on workshops in genomics and proteomics of lung and cardiovascular diseases, ethical use of data sciences and machine learning and introduction of the concept of academic “coaches”. A coach is not intended to supplant the mentor, but rather guide team members through the process of successfully navigating the academic world using well-tested social science approaches. Through 2 consecutive Summer Academies, the scholars identify a mentor and mentoring team, receive instruction on “omics” and ethical use of data sciences and artificial intelligence, are paired with coaches who ensure that milestones are achieved; participate in grant-writing workshops and mock study sections; implement an evaluation plan that measures how the program is achieving its objectives. By using the...