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1. Full Text A conversation with Sherri Rose, winner of the 2020 health policy statistics section mid-career award
by Hatfield, Laura A and Rose, Sherri
Health services and outcomes research methodology, ISSN 1387-3741, 08/2020, Volume 20, Issue 4, p. 208
Health care industry | College teachers | Interviews | Statistics | Biometry | Machine learning
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2. Full Text Mortality risk score prediction in an elderly population using machine learning
by Rose, Sherri
American journal of epidemiology, ISSN 0002-9262, 03/2013, Volume 177, Issue 5, pp. 443 - 452
mortality | aging | estimation techniques | machine learning | regression analysis | Life Sciences & Biomedicine | Public, Environmental & Occupational Health | Science & Technology | Public health. Hygiene-occupational medicine | Public health. Hygiene | General aspects | Miscellaneous | Biological and medical sciences | Medical sciences | Epidemiology | Regression Analysis | Risk Assessment - methods | Algorithms | Epidemiologic Methods | Artificial Intelligence | California - epidemiology | Humans | Middle Aged | Mortality | Aged, 80 and over | Aged | Research | United States | Health aspects | Risk factors | Neural networks | Predictions | Adults | Artificial intelligence | Index Medicus
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3. Full Text A Machine Learning Framework for Plan Payment Risk Adjustment
by Rose, Sherri
Health services research, ISSN 0017-9124, 12/2016, Volume 51, Issue 6, pp. 2358 - 2374
Risk adjustment | machine learning | regression | Health Care Sciences & Services | Health Policy & Services | Life Sciences & Biomedicine | Science & Technology | Algorithms | Risk Assessment | Risk Adjustment | Humans | Middle Aged | Adult | Models, Statistical | Machine Learning | Databases, Factual | Health insurance | Evaluation | Analysis | Machine learning | Neural networks | Geography | Incentives | Health services | Risk | Learning | Databases | Coding | Risk assessment | Medical coding | Expenditures | Decision trees | Statistical analysis | Adjustment | Regression | Hospitalization | Studies | Screening | Learning algorithms | Validity | Diagnostic systems | Index Medicus | Methods
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4. Full Text Considerations for outcome‐dependent biased sampling in health databases
by Rose, Sherri
Statistics in medicine, ISSN 0277-6715, 09/2019, Volume 38, Issue 22, pp. 4213 - 4215
Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Medical Informatics | Public, Environmental & Occupational Health | Mathematics | Medicine, Research & Experimental | Science & Technology | Mathematical & Computational Biology | Research & Experimental Medicine | Retrospective Studies | Models, Statistical | Case-Control Studies | Data Management | Databases, Factual | Online health care information services | Analysis | Online databases | Index Medicus
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5. Full Text Intersections of machine learning and epidemiological methods for health services research
by Rose, Sherri
International journal of epidemiology, ISSN 0300-5771, 01/2021, Volume 49, Issue 6, pp. 1763 - 1770
Index Medicus
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6. Full Text Discussion on "Approval policies for modifications to machine learning-based software as a medical device: A study of biocreep" by Jean Feng, Scott Emerson, and Noah Simon
by Rose, Sherri
Biometrics, ISSN 0006-341X, 10/2020
Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Biology | Life Sciences & Biomedicine - Other Topics | Mathematics | Science & Technology | Mathematical & Computational Biology | Index Medicus
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7. Full Text Robust Machine Learning Variable Importance Analyses of Medical Conditions for Health Care Spending
by Rose, Sherri
Health services research, ISSN 0017-9124, 10/2018, Volume 53, Issue 5, pp. 3836 - 3854
Risk adjustment | machine learning | regression | Health Care Sciences & Services | Health Policy & Services | Life Sciences & Biomedicine | Science & Technology | Health insurance | Usage | Forecasts and trends | Analysis | Medical care, Cost of | Index Medicus | Methods | Innovative Methods for Surveys and Risk‐Adjustment
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8. Full Text Targeted maximum likelihood estimation for causal inference in observational studies
by Schuler, Megan S and Rose, Sherri
American journal of epidemiology, ISSN 0002-9262, 2017, Volume 185, Issue 1, pp. 65 - 73
Causal inference | Super learner | Observational studies | Machine learning | Targeted maximum likelihood estimation | Life Sciences & Biomedicine | Public, Environmental & Occupational Health | Science & Technology | Epidemiologic Research Design | Data Interpretation, Statistical | Bias | Humans | Observational Studies as Topic - statistics & numerical data | Machine Learning | Exercise - psychology | Propensity Score | Likelihood Functions | Confounding Factors (Epidemiology) | Observational Studies as Topic - methods | Observational Studies as Topic - standards | Computer Simulation | Depression - psychology | Causality | Depression - therapy | Index Medicus
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9. Full Text Machine Learning for Prediction in Electronic Health Data
by Rose, Sherri
JAMA network open, ISSN 2574-3805, 08/2018, Volume 1, Issue 4, pp. e181404 - e181404
Medicine, General & Internal | Life Sciences & Biomedicine | General & Internal Medicine | Science & Technology | Index Medicus
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10. Full Text Fair regression for health care spending
by Zink, Anna and Rose, Sherri
Biometrics, ISSN 0006-341X, 09/2020, Volume 76, Issue 3, pp. 973 - 982
fairness | risk adjustment | constrained regression | penalized regression | Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Biology | Life Sciences & Biomedicine - Other Topics | Mathematics | Science & Technology | Mathematical & Computational Biology | Insurance policies | National health insurance | Medical economics | Analysis | Health care reform | Health insurance industry | Health care | Social interactions | Computer simulation | Insurance | Health care policy | Regression | Risk | Capitation | Index Medicus | Biometric Practice
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11. Full Text Implementation of G-computation on a simulated data set: Demonstration of a causal inference technique
by Snowden, Jonathan M and Rose, Sherri and Mortimer, Kathleen M
American journal of epidemiology, ISSN 0002-9262, 04/2011, Volume 173, Issue 7, pp. 731 - 738
air pollution | asthma | methods | regression analysis | causality | Life Sciences & Biomedicine | Public, Environmental & Occupational Health | Science & Technology | Public health. Hygiene-occupational medicine | Public health. Hygiene | General aspects | Miscellaneous | Environment. Living conditions | Biological and medical sciences | Medical sciences | Chronic obstructive pulmonary disease, asthma | Epidemiology | Pneumology | Epidemiologic Research Design | Regression Analysis | Confounding Factors (Epidemiology) | Computer Simulation | Humans | Models, Statistical | Causality | Causal inference | Epidemiologic methods | Research | Regression analysis | Statistical inference | Index Medicus | Practice of Epidemiology
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12. Full Text Machine learning for causal inference in Biostatistics
by Rose, Sherri and Rizopoulos, Dimitris
Biostatistics (Oxford, England), ISSN 1465-4644, 04/2020, Volume 21, Issue 2, pp. 336 - 338
Statistics & Probability | Physical Sciences | Mathematics | Life Sciences & Biomedicine | Science & Technology | Mathematical & Computational Biology | Causality | Machine Learning | Biostatistics - methods | Humans | Index Medicus
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13. Full Text Changes in Health Care Spending and Quality 4 Years into Global Payment
by Song, Zirui and Rose, Sherri and Safran, Dana G and Landon, Bruce E and Day, Matthew P and Chernew, Michael E
The New England journal of medicine, ISSN 0028-4793, 10/2014, Volume 371, Issue 18, pp. 1704 - 1714
Medicine, General & Internal | Life Sciences & Biomedicine | General & Internal Medicine | Science & Technology | Biological and medical sciences | General aspects | Medical sciences | Health Benefit Plans, Employee - economics | Blue Cross Blue Shield Insurance Plans - economics | Risk Adjustment | United States | Humans | Insurance Claim Review | Middle Aged | Male | Cost Savings | Health Expenditures - trends | State Health Plans - economics | State Health Plans - standards | Massachusetts | Adolescent | Adult | Female | Accountable Care Organizations - economics | Quality of Health Care | Medical care | Quality management | Accountable care organizations | Hospitals | Health care expenditures | Medicare | Managed care | Budgets | Index Medicus | Abridged Index Medicus
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14. Full Text Limitations of P-Values and R-squared for Stepwise Regression Building: A Fairness Demonstration in Health Policy Risk Adjustment
by Rose, Sherri and McGuire, Thomas G
The American statistician, ISSN 0003-1305, 03/2019, Volume 73, Issue 1, pp. 152 - 156
p-Value | Health policy | Stepwise Regression | Risk adjustment | Fairness | fairness | stepwise regression | risk adjustment | health policy | p-value
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