Predictably unequal: understanding and addressing concerns that algorithmic clinical prediction may increase health disparities by Jessica K. Paulus, David M. Kent

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391 Value estimation of the Diabetes Prevention Program: How well does clinical trial-based cost-effectiveness apply to the real world? by Natalia Olchanski, Samuel B. Weidner, Joshua T. Cohen, David M. Kent

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When predictions are used to allocate scarce health care resources: three considerations for models in the era of Covid-19 by David M. Kent, Jessica K. Paulus, Richard R. Sharp, Negin Hajizadeh

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Estimating individualized treatment effects from randomized controlled trials: a simulation study to compare risk-based approaches by Alexandros Rekkas, Peter R. Rijnbeek, David M. Kent, Ewout W. Steyerberg, David van Klaveren

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3385 TARGETING DIABETES PREVENTION PROGRAMS: INDIVIDUAL RISK-BASED HEALTH ECONOMIC ANALYSIS by Natalia Olchanski, David van Klaveren, Joshua T Cohen, John B Wong, Robin Ruthazer, David M Kent

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A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases by Alexandros Rekkas, David van Klaveren, Patrick B. Ryan, Ewout W. Steyerberg, David M. Kent, Peter R. Rijnbeek

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Development and Validation of a Predictive Model for Short‐ and Medium‐Term Hospital Readmission Following Heart Valve Surgery by Quinn R. Pack, Aruna Priya, Tara Lagu, Penelope S. Pekow, Richard Engelman, David M. Kent, Peter K. Lindenauer

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A predictive model to identify patients with suspected acute coronary syndromes at high risk of cardiac arrest or in-hospital mortality: An IMMEDIATE Trial sub-study by Madhab Ray, Robin Ruthazer, Joni R. Beshansky, David M. Kent, Jayanta T. Mukherjee, Hadeel Alkofide, Harry P. Selker

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Correction: Clinicians' perspectives on incidentally discovered silent brain infarcts - A qualitative study. by Lester Y Leung, Paul K J Han, Christine Lundquist, Gene Weinstein, David E Thaler, David M Kent

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Patients’ responses to incidentally discovered silent brain infarcts – a qualitative study by Lester Y. Leung, Paul K. J. Han, Christine Lundquist, Gene Weinstein, David E. Thaler, David M. Kent

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Clinicians' perspectives on incidentally discovered silent brain infarcts - A qualitative study. by Lester Y Leung, Paul K J Han, Christine Lundquist, Gene Weinstein, David E Thaler, David M Kent

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Developing a cancer‐specific trigger tool to identify treatment‐related adverse events using administrative data by Saul N. Weingart, Jason Nelson, Benjamin Koethe, Omar Yaghi, Stephan Dunning, Albert Feldman, David M. Kent, Allison Lipitz‐Snyderman

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Regional Validation and Recalibration of Clinical Predictive Models for Patients With Acute Heart Failure by Benjamin S. Wessler, Robin Ruthazer, James E. Udelson, Mihai Gheorghiade, Faiez Zannad, Aldo Maggioni, Marvin A. Konstam, David M. Kent

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Does poor methodological quality of prediction modeling studies translate to poor model performance? An illustration in traumatic brain injury by Isabel R. A. Retel Helmrich, Ana Mikolić, David M. Kent, Hester F. Lingsma, Laure Wynants, Ewout W. Steyerberg, David van Klaveren

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A Clinical Model to Predict the Occurrence of Select High-risk Infections in the First Year Following Heart Transplantation by Whitney A. Perry, MD, MS, Jennifer K. Chow, MD, MS, Jason Nelson, MPH, David M. Kent, MD, MS, David R. Snydman, MD

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Statins are rarely prescribed for incidentally discovered covert cerebrovascular disease: a retrospective cohort in a large electronic health record (EHR) identified using natural... by David F Kallmes, David M Kent, Hongfang Liu, Lester Y Leung, Wansu Chen, Eric Puttock, Patrick Luetmer, Sunyang Fu, Chengyi X Zheng

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Clinical Predictive Models of Sudden Cardiac Arrest: A Survey of the Current Science and Analysis of Model Performances by Richard T. Carrick, Jinny G. Park, Hannah L. McGinnes, Christine Lundquist, Kristen D. Brown, W. Adam Janes, Benjamin S. Wessler, David M. Kent

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Field Synopsis of the Role of Sex in Stroke Prediction Models by Jessica K. Paulus, Lana Y. H. Lai, Christine Lundquist, Ali Daneshmand, Hannah Buettner, Jennifer S. Lutz, Gowri Raman, Benjamin S. Wessler, David M. Kent

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Predictive approaches to heterogeneous treatment effects: a scoping review by Alexandros Rekkas, Jessica K. Paulus, Gowri Raman, John B. Wong, Ewout W. Steyerberg, Peter R. Rijnbeek, David M. Kent, David van Klaveren

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Tufts PACE Clinical Predictive Model Registry: update 1990 through 2015 by Benjamin S. Wessler, Jessica Paulus, Christine M. Lundquist, Muhammad Ajlan, Zuhair Natto, William A. Janes, Nitin Jethmalani, Gowri Raman, Jennifer S. Lutz, David M. Kent

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