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A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus., , , , , and . CoRR, (2020)Causal Inference in Observational Data., , , , , , and . CoRR, (2016)Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce., , , , , and . AIME, volume 12299 of Lecture Notes in Computer Science, page 170-180. Springer, (2020)Causal Structure Learning from Imperfect Longitudinal Data in Healthcare., , , , , , and . ICHI, page 1-11. IEEE, (2023)Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records., , , , and . SDM, page 1055-1063. SIAM, (2014)Evaluating the Impact of Data Representation on EHR-Based Analytic Tasks., , , , , , and . MedInfo, volume 264 of Studies in Health Technology and Informatics, page 288-292. IOS Press, (2019)Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks., , , , , , and . ICHI, page 374-379. IEEE Computer Society, (2017)Scan Detection: A Data Mining Approach., , , and . SDM, page 118-129. SIAM, (2006)Don't Do Imputation: Dealing with Informative Missing Values in EHR Data Analysis., , , , and . ICBK, page 415-422. IEEE Computer Society, (2018)Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications., , , , , , , and . AMIA, AMIA, (2016)