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Patrick J. Heagerty

Researcher at University of Washington

Publications -  370
Citations -  33945

Patrick J. Heagerty is an academic researcher from University of Washington. The author has contributed to research in topics: Medicine & Randomized controlled trial. The author has an hindex of 75, co-authored 328 publications receiving 30240 citations. Previous affiliations of Patrick J. Heagerty include Johns Hopkins University & Veterans Health Administration.

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Analysis of longitudinal data

TL;DR: In this paper, a generalized linear model for longitudinal data and transition models for categorical data are presented. But the model is not suitable for categric data and time dependent covariates are not considered.
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Time-Dependent ROC Curves for Censored Survival Data and a Diagnostic Marker

TL;DR: This work proposes summarizing the discrimination potential of a marker X, measured at baseline (t = 0), by calculating ROC curves for cumulative disease or death incidence by time t, which is presented as ROC(t), and presents an example where ROC (t) is used to compare a standard and a modified flow cytometry measurement for predicting survival after detection of breast cancer.
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Release from Prison — A High Risk of Death for Former Inmates

TL;DR: Former prison inmates were at high risk for death after release from prison, particularly during the first 2 weeks, and interventions are necessary to reduce the risk of death after released from prison.
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Survival model predictive accuracy and ROC curves.

TL;DR: New time-dependent accuracy summaries based on time-specific versions of sensitivity and specificity calculated over risk sets are proposed based on a previously proposed global concordance measure, which is a variant of Kendall's tau.