My research focuses on three areas: scaling clinical research to be more inclusive through open access data, software and publications, particularly for underserved and under-resourced populations; improving clinical research by identifying bias in the data in order to prevent them from being encrypted in models and algorithms; and redesigning artificial intelligence research using the principles of team science and by adopting the hive learning strategy.