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[1] Ivan Bratko,et al. Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer , 1999, AIMDM.
[2] Douglas E Schaubel,et al. A Comprehensive Risk Quantification Score for Deceased Donor Kidneys: The Kidney Donor Risk Index , 2009, Transplantation.
[3] B. Efron. The Efficiency of Cox's Likelihood Function for Censored Data , 1977 .
[4] Adler J. Perotte,et al. Deep Survival Analysis , 2016, MLHC.
[5] Xiaoqian Jiang,et al. Predicting accurate probabilities with a ranking loss , 2012, ICML.
[6] Balaji Krishnapuram,et al. On Ranking in Survival Analysis: Bounds on the Concordance Index , 2007, NIPS.
[7] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[8] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[9] Russell Greiner,et al. Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors , 2011, NIPS.
[10] David R. Cox,et al. Regression models and life tables (with discussion , 1972 .
[11] Hemant Ishwaran,et al. Random Survival Forests , 2008, Wiley StatsRef: Statistics Reference Online.
[12] E. Kaplan,et al. Nonparametric Estimation from Incomplete Observations , 1958 .
[13] F. Harrell,et al. Evaluating the yield of medical tests. , 1982, JAMA.
[14] José Antonio Gómez-Ruiz,et al. A combined neural network and decision trees model for prognosis of breast cancer relapse , 2003, Artif. Intell. Medicine.
[15] Uri Shaham,et al. DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network , 2016, BMC Medical Research Methodology.
[16] H. Ishwaran. Variable importance in binary regression trees and forests , 2007, 0711.2434.
[17] Amir Hossein Hashemian,et al. A Comparison Between Cox Regression and Parametric Methods in Analyzing Kidney Transplant Survival , 2013 .