Sisi Ma
- A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus
2020/11/11 by Xinpeng Shen, Sisi Ma, Shen, Xinpeng +9 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Predictive and Causal Implications of using Shapley Value for Model\n Interpretation
2020/08/11 by Sisi Ma, Roshan Tourani, Ma, Sisi +1 · 2 citations
Computer Science · Mathematics · Social Sciences · #62H22 #62H30 #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #G.3 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Qualitative Comparative Analysis Research #Statistics Theory (math.ST)