2 papers
cs.LG2020
A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus
Xinpeng Shen, Sisi Ma, Prashanthi Vemuri +3
Introduction: The discovery of causal mechanisms underlying diseases enables better diagnosis, prognosis and treatment selection. Clinical trials have been the gold standard for de…
q-bio.MN2017
Considerations of automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure
Alena Orlenko, Jason H. Moore, Patryk Orzechowski +6
With the maturation of metabolomics science and proliferation of biobanks, clinical metabolic profiling is an increasingly opportunistic frontier for advancing translational clinic…