Comparison of Machine Learning Techniques with Classical Statistical Models in Predicting Health Outcomes
暂无分享,去创建一个
Kenneth Rockwood | Xiaowei Song | Arnold Mitnitski | Jafna Cox | J. Cox | A. Mitnitski | K. Rockwood | Xiaowei Song
[1] Kenneth Rockwood,et al. A brief clinical instrument to classify frailty in elderly people , 1999, The Lancet.
[2] K. Rockwood,et al. Comprehensive geriatric assessment. Helping your elderly patients maintain functional well-being. , 1998, Postgraduate medicine.
[3] Robin Eastwood,et al. Canadian study of health and aging , 1992 .
[4] A Hartz,et al. A Measure of Mortality Risk for Elderly Patients with Acute Myocardial Infarction , 1993, Medical decision making : an international journal of the Society for Medical Decision Making.
[5] Johan A. K. Suykens,et al. Benchmarking Least Squares Support Vector Machine Classifiers , 2004, Machine Learning.
[6] Kenneth Rockwood,et al. Some mathematical models of frailty and their clinical implications , 2002 .
[7] David W Bates,et al. Major adverse outcomes after percutaneous transluminal coronary angioplasty: a clinical prediction rule. , 2003, Journal of clinical epidemiology.
[8] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[9] D. Robertson,et al. Response bias in a health status survey of elderly people. , 1989, Age and ageing.
[10] M W Knuiman,et al. An empirical comparison of multivariable methods for estimating risk of death from coronary heart disease. , 1997, Journal of cardiovascular risk.
[11] David D Cravens,et al. Comprehensive geriatric assessment for non-geriatricians. , 2006, Missouri medicine.
[12] Christianna S. Williams,et al. Development and Validation of a Risk‐Adjustment Index for Older Patients: The High‐Risk Diagnoses for the Elderly Scale , 2002, Journal of the American Geriatrics Society.
[13] I McDowell,et al. Correlates of Nonparticipation in the Canadian Study of Health and Aging , 2001, International Psychogeriatrics.
[14] Johan A. K. Suykens,et al. Support Vector Machines : Least Squares Approaches and Extensions , 2003 .
[15] Patrice Degoulet,et al. Models to predict cardiovascular risk: comparison of CART, multilayer perceptron and logistic regression , 2000, AMIA.
[16] Arnold B Mitnitski,et al. The estimation of relative fitness and frailty in community-dwelling older adults using self-report data. , 2004, The journals of gerontology. Series A, Biological sciences and medical sciences.
[17] Mandeep Singh,et al. Scores for Post–Myocardial Infarction Risk Stratification in the Community , 2002, Circulation.