Conference paper
BioDash: A semantic web dashboard for drug development
Eric K. Neumann, Dennis Quan
PSB 2006
While the wide spread adoption of EHR allows access to clinical data for AI modeling, constructed cohorts at institutional levels tend to be small due to inevitable data sparsity issues, which poses a challenge to build interoperable models performing well across health systems. This work addresses such interoperability challenges, focusing on the development of time-to-event models to estimate Type 2 Diabetes Mellitus (T2D) complication times.
Eric K. Neumann, Dennis Quan
PSB 2006
Wesam Alramadeen, Yu Ding, et al.
IISE Transactions on Healthcare Systems Engineering
Andreana Gomez, Sergio Gonzalez, et al.
Toxics
John M. Prager, Jennifer J. Liang, et al.
AMIA Joint Summits on Translational Science 2017