Decision support in healthcare: determining provider influence on treatment outcomes with robust risk adjustment
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[1] Indranil R. Bardhan,et al. Predictive Analytics for Readmission of Patients with Congestive Heart Failure , 2015, Inf. Syst. Res..
[2] Randall P. Ellis,et al. Diagnostic cost group hierarchical condition category models for medicare risk adjustment , 2000 .
[3] Gleb Beliakov,et al. Mixed-initiative Decision Support for Care Planning Based on Clinical Practice Guidelines , 2001, J. Decis. Syst..
[4] Jennifer Meddings,et al. Measuring Quality in Pay-for-Performance Programs , 2008 .
[5] A G Mainous,et al. Assessing quality of care via HEDIS 3.0. Is there a better way? , 1998, Archives of family medicine.
[6] Viju Raghupathi,et al. Big data analytics in healthcare: promise and potential , 2014, Health Information Science and Systems.
[7] Marzyeh Ghassemi,et al. Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data , 2015, International journal of machine learning and computing.
[8] Daniel V Samarov,et al. Hospital readmission by method of data collection. , 2013, Journal of the American College of Surgeons.
[9] T. Murdoch,et al. The inevitable application of big data to health care. , 2013, JAMA.
[10] Hal R. Varian,et al. Big Data: New Tricks for Econometrics , 2014 .
[11] Uma Srinivasan,et al. Leveraging Big Data Analytics to Reduce Healthcare Costs , 2013, IT Professional.
[12] K. Yamauchi,et al. Using the balanced scorecard to measure Chinese and Japanese hospital performance. , 2006, International journal of health care quality assurance incorporating Leadership in health services.
[13] John O'Donoghue,et al. Variation in health care providers’ perceptions: decision making based on patient vital signs , 2013, J. Decis. Syst..
[14] Santosh S. Vempala,et al. Algorithmic Prediction of Health-Care Costs , 2008, Oper. Res..
[15] How can hospital performance be measured and monitored? , 2003 .
[16] Galit Shmueli,et al. Predictive Analytics in Information Systems Research , 2010, MIS Q..
[17] John O'Donoghue,et al. Evaluating the effectiveness of clinical decision support systems: the case of multimorbidity care , 2013, J. Decis. Syst..
[18] D. Goodin. The cambridge dictionary of statistics , 1999 .
[19] R. Bankowitz,et al. Patient Factors Predictive of Hospital Readmissions Within 30 Days , 2016, Journal for healthcare quality : official publication of the National Association for Healthcare Quality.
[20] Daniel J. Power,et al. Using ‘Big Data’ for analytics and decision support , 2014, J. Decis. Syst..
[21] Sheila Roman,et al. Public reporting and pay for performance in hospital quality improvement. , 2007, The New England journal of medicine.
[22] J. Franklin,et al. The elements of statistical learning: data mining, inference and prediction , 2005 .
[23] P. Stow,et al. Factors associated with increased risk of readmission to intensive care in Australia , 2011, Intensive Care Medicine.
[24] Terry Anthony Byrd,et al. Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations , 2018 .
[25] Leora I. Horwitz,et al. Correlations among risk-standardized mortality rates and among risk-standardized readmission rates within hospitals. , 2012, Journal of hospital medicine.
[26] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[27] Mollie E. Brooks,et al. Generalized linear mixed models: a practical guide for ecology and evolution. , 2009, Trends in ecology & evolution.
[28] Mara A Schonberg,et al. Prognostic indices for older adults: a systematic review. , 2012, JAMA.
[29] Robert M Wachter,et al. Accountability measures--using measurement to promote quality improvement. , 2010, The New England journal of medicine.
[30] Amanda H. Salanitro,et al. Risk prediction models for hospital readmission: a systematic review. , 2011, JAMA.
[31] David M. Rocke,et al. Hierarchical Logistic Regression Modeling with SAS GLIMMIX , 2006 .
[32] Kecheng Liu,et al. Big Data Architecture for Pervasive Healthcare: A Literature Review , 2015, ECIS.
[33] S. Normand,et al. Comparison of Hospital Risk-Standardized Mortality Rates Calculated by Using In-Hospital and 30-Day Models: An Observational Study With Implications for Hospital Profiling , 2012, Annals of Internal Medicine.
[34] R. Fetter,et al. Case mix definition by diagnosis-related groups. , 1980, Medical care.
[35] Stefan Feuerriegel,et al. Putting Big Data analytics to work: Feature selection for forecasting electricity prices using the LASSO and random forests , 2014, J. Decis. Syst..
[36] A M Zaslavsky,et al. Impact of Sociodemographic Case Mix on the HEDIS Measures of Health Plan Quality , 2000, Medical care.
[37] E. Rackow. Rehospitalizations among patients in the Medicare fee-for-service program. , 2009, The New England journal of medicine.
[38] C. Anderson‐Cook. The Cambridge Dictionary of Statistics (2nd ed.) , 2003 .
[39] Ritu Agarwal,et al. The Digital Transformation of Healthcare: Current Status and the Road Ahead , 2010 .
[40] Dinesh R. Pai,et al. Short-Term Predictions of the Total Medical Costs of California Counties , 2013 .
[41] David R. Cox,et al. The Oxford Dictionary of Statistical Terms , 2006 .
[42] Judith H Hibbard,et al. Does publicizing hospital performance stimulate quality improvement efforts? , 2003, Health affairs.
[43] Doina Precup,et al. Assessing the Predictability of Hospital Readmission Using Machine Learning , 2013, IAAI.
[44] Tommi Tervonen,et al. ADDIS: A decision support system for evidence-based medicine , 2013, Decis. Support Syst..
[45] J. Hibbard,et al. Hospital performance reports: impact on quality, market share, and reputation. , 2005, Health affairs.