Search Results - "HEAGERTY, Patrick"

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    Clinical Manifestations of Kidney Disease Among US Adults With Diabetes, 1988-2014 by Afkarian, Maryam, Zelnick, Leila R, Hall, Yoshio N, Heagerty, Patrick J, Tuttle, Katherine, Weiss, Noel S, de Boer, Ian H

    “…IMPORTANCE: Diabetic kidney disease is the leading cause of chronic and end-stage kidney disease in the United States and worldwide. Changes in demographics…”
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    A Tutorial on Evaluating the Time-Varying Discrimination Accuracy of Survival Models Used in Dynamic Decision Making by Bansal, Aasthaa, Heagerty, Patrick J.

    Published in Medical decision making (01-11-2018)
    “…Many medical decisions involve the use of dynamic information collected on individual patients toward predicting likely transitions in their future health…”
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    Indicators of retention in remote digital health studies: a cross-study evaluation of 100,000 participants by Pratap, Abhishek, Neto, Elias Chaibub, Snyder, Phil, Stepnowsky, Carl, Elhadad, Noémie, Grant, Daniel, Mohebbi, Matthew H., Mooney, Sean, Suver, Christine, Wilbanks, John, Mangravite, Lara, Heagerty, Patrick J., Areán, Pat, Omberg, Larsson

    Published in NPJ digital medicine (17-02-2020)
    “…Digital technologies such as smartphones are transforming the way scientists conduct biomedical research. Several remotely conducted studies have recruited…”
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    Mixed-effects models for the design and analysis of stepped wedge cluster randomized trials: An overview by Li, Fan, Hughes, James P, Hemming, Karla, Taljaard, Monica, Melnick, Edward R., Heagerty, Patrick J

    Published in Statistical methods in medical research (01-02-2021)
    “…The stepped wedge cluster randomized design has received increasing attention in pragmatic clinical trials and implementation science research. The key feature…”
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  5. 5

    The Use and Effectiveness of Mobile Apps for Depression: Results From a Fully Remote Clinical Trial by Arean, Patricia A, Hallgren, Kevin A, Jordan, Joshua T, Gazzaley, Adam, Atkins, David C, Heagerty, Patrick J, Anguera, Joaquin A

    Published in Journal of medical Internet research (20-12-2016)
    “…Mobile apps for mental health have the potential to overcome access barriers to mental health care, but there is little information on whether patients use the…”
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    Using Effect Scores to Characterize Heterogeneity of Treatment Effects by Wang, Guanbo, Heagerty, Patrick J, Dahabreh, Issa J

    “…This JAMA Guide to Statistics and Methods article explains effect score analyses, an approach for evaluating the heterogeneity of treatment effects, and…”
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  7. 7

    Description and initial validation of a novel measure of pain intensity: the Numeric Rating Scale of Underlying Pain without concurrent Analgesic use by Suri, Pradeep, Heagerty, Patrick J, Timmons, Andrew, Jensen, Mark P

    Published in Pain (Amsterdam) (01-07-2024)
    “…Although many individuals with chronic pain use analgesics, the methods used in many randomized controlled trials (RCTs) do not sufficiently account for…”
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  8. 8

    Planning stepped wedge cluster randomized trials to detect treatment effect heterogeneity by Li, Fan, Chen, Xinyuan, Tian, Zizhong, Wang, Rui, Heagerty, Patrick J.

    Published in Statistics in medicine (28-02-2024)
    “…Stepped wedge design is a popular research design that enables a rigorous evaluation of candidate interventions by using a staggered cluster randomization…”
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    Temporal Trends in the Prevalence of Diabetic Kidney Disease in the United States by de Boer, Ian H, Rue, Tessa C, Hall, Yoshio N, Heagerty, Patrick J, Weiss, Noel S, Himmelfarb, Jonathan

    “…CONTEXT Diabetes is the leading cause of kidney disease in the developed world. Over time, the prevalence of diabetic kidney disease (DKD) may increase due to…”
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  10. 10

    Designing three-level cluster randomized trials to assess treatment effect heterogeneity by Li, Fan, Chen, Xinyuan, Tian, Zizhong, Esserman, Denise, Heagerty, Patrick J, Wang, Rui

    Published in Biostatistics (Oxford, England) (18-10-2023)
    “…SUMMARY Cluster randomized trials often exhibit a three-level structure with participants nested in subclusters such as health care providers, and subclusters…”
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    Diabetes and CKD in the United States Population, 2009-2014 by Zelnick, Leila R, Weiss, Noel S, Kestenbaum, Bryan R, Robinson-Cohen, Cassianne, Heagerty, Patrick J, Tuttle, Katherine, Hall, Yoshio N, Hirsch, Irl B, de Boer, Ian H

    “…Diabetes is an important cause of CKD. However, among people with diabetes, it is unclear to what extent CKD is attributable to diabetes itself versus comorbid…”
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  12. 12

    Analysis of stepped wedge cluster randomized trials in the presence of a time‐varying treatment effect by Kenny, Avi, Voldal, Emily C., Xia, Fan, Heagerty, Patrick J., Hughes, James P.

    Published in Statistics in medicine (30-09-2022)
    “…Stepped wedge cluster randomized controlled trials are typically analyzed using models that assume the full effect of the treatment is achieved…”
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    Survival Model Predictive Accuracy and ROC Curves by Heagerty, Patrick J., Zheng, Yingye

    Published in Biometrics (01-03-2005)
    “…The predictive accuracy of a survival model can be summarized using extensions of the proportion of variation explained by the model, or R2, commonly used for…”
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    Robust inference for the stepped wedge design by Hughes, James P., Heagerty, Patrick J., Xia, Fan, Ren, Yuqi

    Published in Biometrics (01-03-2020)
    “…Stepped wedge designed trials are a type of cluster‐randomized study in which the intervention is introduced to each cluster in a random order over time. This…”
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    Effectiveness of Existing Insomnia Therapies for Patients Undergoing Hemodialysis : A Randomized Clinical Trial by Mehrotra, Rajnish, Cukor, Daniel, McCurry, Susan M, Rue, Tessa, Roumelioti, Maria-Eleni, Heagerty, Patrick J, Unruh, Mark

    Published in Annals of internal medicine (01-02-2024)
    “…Chronic insomnia is common in patients undergoing in-center hemodialysis, yet there is limited evidence on effective treatments for this population. To compare…”
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    Analysis of multiple-period group randomized trials: random coefficients model or repeated measures ANOVA? by Moyer, Jonathan C, Heagerty, Patrick J, Murray, David M

    “…Multiple-period parallel group randomized trials (GRTs) analyzed with linear mixed models can represent time in mean models as continuous or categorical. If…”
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