11 citations · 11 across the 2 of their papers we have counts for
3 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…
cs.LG2020★ 11 cited
Predictive and Causal Implications of using Shapley Value for Model Interpretation
Sisi Ma, Roshan Tourani
Shapley value is a concept from game theory. Recently, it has been used for explaining complex models produced by machine learning techniques. Although the mathematical definition…
q-bio.NC2016
Evaluation and Ensembling of Methods for Reverse Engineering of Brain Connectivity from Imaging Data
Bisakha Ray, Alexander V. Alekseyenko, Sisi Ma +2
Brain science is an evolving research area inviting great enthusiasm with its potential for providing insights and thereby, preventing, and treating multiple neuronal disorders aff…