A Robust Framework for Accelerated Outcome-driven Risk Factor Identification from EHR
暂无分享,去创建一个
[1] J. Goeman. L1 Penalized Estimation in the Cox Proportional Hazards Model , 2009, Biometrical journal. Biometrische Zeitschrift.
[2] Noémie Elhadad,et al. Survival analysis with electronic health record data: Experiments with chronic kidney disease , 2014, Stat. Anal. Data Min..
[3] L. Iyer,et al. A Multi-Case Investigation of Electronic Health Record Implementation in Small- and Medium-Size Physician Practices , 2014 .
[4] Chun-Ju Hsiao,et al. Electronic Medical Record/Electronic Health Record Systems of Office-based Physicians: United States, 2009 and Preliminary 2010 State Estimates , 2010 .
[5] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[6] Yu-Yi Chen,et al. A Secure EHR System Based on Hybrid Clouds , 2012, Journal of Medical Systems.
[7] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[8] Guang-Zhong Yang,et al. Deep Learning for Health Informatics , 2017, IEEE Journal of Biomedical and Health Informatics.
[9] J. Henry,et al. Adoption of Electronic Health Record Systems among U . S . Non-Federal Acute Care Hospitals : 2008-2015 , 2013 .
[10] Fei Wang,et al. Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records , 2012, AMIA.
[11] S. Brunak,et al. Mining electronic health records: towards better research applications and clinical care , 2012, Nature Reviews Genetics.
[12] Nassir Navab,et al. Fast Training of Support Vector Machines for Survival Analysis , 2015, ECML/PKDD.
[13] Bart De Moor,et al. Development of a kernel function for clinical data , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[14] D.,et al. Regression Models and Life-Tables , 2022 .
[15] Sabine Van Huffel,et al. Support vector machines for survival analysis , 2007 .
[16] Lucila Ohno-Machado. Mining electronic health record data: finding the gold nuggets , 2015, J. Am. Medical Informatics Assoc..
[17] Norihiro Sakamoto,et al. A framework for dynamic evidence based medicine using data mining , 2002, Proceedings of 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002).
[18] R. Tibshirani. The lasso method for variable selection in the Cox model. , 1997, Statistics in medicine.
[19] Kwong-Sak Leung,et al. The L1/2 regularization method for variable selection in the Cox model , 2014, Appl. Soft Comput..