Hemant Ishwaran
Affiliations: | Statistics | Case Western Reserve University, Cleveland Heights, OH, United States |
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"Hemant Ishwaran"
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Publications
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| O'Brien R, Ishwaran H. (2019) A Random Forests Quantile Classifier for Class Imbalanced Data. Pattern Recognition. 90: 232-249 |
| Blackstone EH, Chang HL, Rajeswaran J, et al. (2019) Biatrial maze procedure versus pulmonary vein isolation for atrial fibrillation during mitral valve surgery: New analytical approaches and end points. The Journal of Thoracic and Cardiovascular Surgery. 157: 234-243.e9 |
| Ishwaran H, Lu M. (2018) Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival. Statistics in Medicine |
| Lu M, Sadiq S, Feaster DJ, et al. (2018) Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 27: 209-219 |
| Dazard JE, Ishwaran H, Mehlotra R, et al. (2018) Ensemble survival tree models to reveal pairwise interactions of variables with time-to-events outcomes in low-dimensional setting. Statistical Applications in Genetics and Molecular Biology. 17 |
| Tang F, Ishwaran H. (2017) Random Forest Missing Data Algorithms. Statistical Analysis and Data Mining. 10: 363-377 |
| Pande A, Li L, Rajeswaran J, et al. (2017) Boosted Multivariate Trees for Longitudinal Data. Machine Learning. 106: 277-305 |
| Li L, Mao H, Ishwaran H, et al. (2016) Estimating the prevalence of atrial fibrillation from a three-class mixture model for repeated diagnoses. Biometrical Journal. Biometrische Zeitschrift |
| Rice TW, Apperson-Hansen C, DiPaola LM, et al. (2016) Worldwide Esophageal Cancer Collaboration: clinical staging data. Diseases of the Esophagus : Official Journal of the International Society For Diseases of the Esophagus. 29: 707-714 |
| Rice TW, Lerut TE, Orringer MB, et al. (2016) Worldwide Esophageal Cancer Collaboration: neoadjuvant pathologic staging data. Diseases of the Esophagus : Official Journal of the International Society For Diseases of the Esophagus. 29: 715-723 |