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Author Details

Sherri Rose
Stanford University
2006
85
28
PMIDPaper TitleJournal TitlePublished Year
36334384A cohort study examining changes in treatment patterns for alcohol use disorder among commercially insured adults in the United States during the COVID-19 pandemic.J Subst Abuse Treat2023
37018228Conditional cross-design synthesis estimators for generalizability in Medicaid.Biometrics2023
36964424Long-Term Prospects for Telemedicine in Opioid Use Disorder (OUD) Treatment: Results from a Longitudinal Survey of OUD Clinicians.J Gen Intern Med2023
37428897A call for better validation of opioid overdose risk algorithms.J Am Med Inform Assoc2023
36854597Measuring concordance of data sources used for infectious disease research in the USA: a retrospective data analysis.BMJ Open2023
36745832Many Clinicians Implement Digital Equity Strategies To Treat Opioid Use Disorder.Health Aff (Millwood)2023
35089352Disruptions in Care for Medicare Beneficiaries With Severe Mental Illness During the COVID-19 Pandemic.JAMA Netw Open2022
35677068Data Source Concordance for Infectious Disease Epidemiology.medRxiv2022
35675972Uncertainty in lung cancer stage for survival estimation via set-valued classification.Stat Med2022
35759264Association Between Telemedicine Use in Nonmetropolitan Counties and Quality of Care Received by Medicare Beneficiaries With Serious Mental Illness.JAMA Netw Open2022
34954571Advancing primary care with Artificial Intelligence and Machine Learning.Healthc (Amst)2022
31298274Reflection on modern methods: when worlds collide-prediction, machine learning and causal inference.Int J Epidemiol2021
33797510Patterns of Mental Health Care Before Initiation of Telemental Health Services.Med Care2021
34869790Improving the Performance of Risk Adjustment Systems: Constrained Regressions, Reinsurance, and Variable Selection.Am J Health Econ2021
34468239Revisiting performance metrics for prediction with rare outcomes.Stat Methods Med Res2021
34635854A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI.Nat Med2021
34485997Considerations Across Three Cultures: Parametric Regressions, Interpretable Algorithms, and Complex Algorithms.Obs Stud2021
34396058Ethical Machine Learning in Healthcare.Annu Rev Biomed Data Sci2021
34535447Identifying undercompensated groups defined by multiple attributes in risk adjustment.BMJ Health Care Inform2021
34350393A generalizable data assembly algorithm for infectious disease outbreaks.JAMIA Open2021
34003275Community Factors Associated With Telemedicine Use During the COVID-19 Pandemic.JAMA Netw Open2021
33040334Discussion 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.Biometrics2021
32236476Intersections of machine learning and epidemiological methods for health services research.Int J Epidemiol2021
31529377Impact of an Episode-Based Payment Initiative by Commercial Payers in Arkansas on Procedure Volume: an Observational Study.J Gen Intern Med2020
33568877Nonparametric Bayesian Instrumental Variable Analysis: Evaluating Heterogeneous Effects of Coronary Arterial Access Site Strategies.J Am Stat Assoc2020
31860120Fair regression for health care spending.Biometrics2020
31742360Machine learning for causal inference in Biostatistics.Biostatistics2020
32374362Association of Nondiscrimination Policies With Mental Health Among Gender Minority Individuals.JAMA Psychiatry2020
30326300Association Between Endoscopist Personality and Rate of Adenoma Detection.Clin Gastroenterol Hepatol2019
30004575Double robust estimation for multiple unordered treatments and clustered observations: Evaluating drug-eluting coronary artery stents.Biometrics2019
31355849Association Between Broadband Internet Availability and Telemedicine Use.JAMA Intern Med2019
31263291Limitations of P-Values and R-squared for Stepwise Regression Building: A Fairness Demonstration in Health Policy Risk Adjustment.Am Stat2019
31489684Considerations for outcome-dependent biased sampling in health databases.Stat Med2019
31314674Estimating the Health Status of Privately Insured Gender Minority Children and Adults.LGBT Health2019
31255968Data transformations to improve the performance of health plan payment methods.J Health Econ2019
31070985Classifying Stage IV Lung Cancer From Health Care Claims: A Comparison of Multiple Analytic Approaches.JCO Clin Cancer Inform2019
30470563Potential Impact of Initial Clinical Data on Adjustment of Pediatric Readmission Rates.Acad Pediatr2019
28866456Physician characteristics associated with higher adenoma detection rate.Gastrointest Endosc2018
30059822Effects of episode-based payment on health care spending and utilization: Evidence from perinatal care in Arkansas.J Health Econ2018
30325192Gatekeeping and patterns of outpatient care post healthcare reform.Am J Manag Care2018
30633671How Is Telemedicine Being Used In Opioid And Other Substance Use Disorder Treatment?Health Aff (Millwood)2018
30646089Machine Learning for Prediction in Electronic Health Data.JAMA Netw Open2018
30277560Sample Selection for Medicare Risk Adjustment Due to Systematically Missing Data.Health Serv Res2018
29527659Robust Machine Learning Variable Importance Analyses of Medical Conditions for Health Care Spending.Health Serv Res2018
29689571Endoscopist factors that influence serrated polyp detection: a multicenter study.Endoscopy2018
29380819Variation in Pathologist Classification of Colorectal Adenomas and Serrated Polyps.Am J Gastroenterol2018
29794151National Rates of Initiation and Intensification of Antidiabetic Therapy Among Patients With Commercial Insurance.Diabetes Care2018
29368334Medical Schools in Fragile States: Implications for Delivery of Care.Health Serv Res2018
29346409Prediction of absolute risk of acute graft-versus-host disease following hematopoietic cell transplantation.PLoS One2018
29244202Mental Health Risk Adjustment with Clinical Categories and Machine Learning.Health Serv Res2018
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Collaborators

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Imperial College NHS Healthcare Trust
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University of Ottawa
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Viknesh Sounderajah
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Xiaoxuan Liu
University Hospitals Birmingham NHS Foundation Trust
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Ara Darzi
Imperial College London
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Dominic Cushnan
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Guergana Savova
Boston Children's Hospital, Harvard Medical School.
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Mariska M G Leeflang
Amsterdam University Medical Centers, University of Amsterdam
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David R Haynor
University of Washington
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Dimitris Rizopoulos
Erasmus Medical Center
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Release 1.2