Xulei Liu

Fragile neural networks: the importance of image standardization for deep learning in digital pathology

Scott Doyle, Jonathan Folmsbee, Starr Johnson, 2019, Medical Imaging.

Active deep learning: Improved training efficiency of convolutional neural networks for tissue classification in oral cavity cancer

Scott Doyle, Jonathan Folmsbee, Xulei Liu, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Comparative Effectiveness of Sulfonylurea and Metformin Monotherapy on Cardiovascular Events in Type 2 Diabetes Mellitus

Robert A Greevy, Xulei Liu, A. Hung, 2012, Annals of Internal Medicine.

Improving Blood Pressure Control through Provider Education, Provider Alerts, and Patient Education

Theodore Speroff, Xulei Liu, K. Wallston, 2006, Annals of Internal Medicine.