Development and validation of a prognostic model for survival time data: application to prognosis of HIV positive patients treated with antiretroviral therapy

Margaret May, Patrick Royston, Matthias Egger, Amy C. Justice, Jonathan A C Sterne

Type: Article

Publication Date: 2004-07-09

Citations: 64

DOI: https://doi.org/10.1002/sim.1825

View Publication

Locations

PubMed - View
Statistics in Medicine - View

Similar Works

Action	Title	Year	Authors
+ PDF Chat	Assessing predictive abilities of hazard-based regression models for survival data: a tutorial for prognosis modelling	2024	Marguerite Fournier Francisco J. Rubio Loïc Chartier Camille Maringe Aurélien Belot
+	Analysis of interval-censored failure time data with application to studies of HIV infection	2007	Ruth Goodall
+ PDF Chat	Determination of Predictors Associated With HIV/AIDS Patients on ART Using Accelerated Failure Time Model for Interval Censored Survival Data	2016	Prafulla Kumar Swain Gurprit Grover
+ PDF Chat	Nonparametric receiver operating characteristic‐based evaluation for survival outcomes	2012	Xiao Song Xiao‐Hua Zhou Shuangge Ma
+	Estimation of survival of HIV AIDS patients on antiretroviral therapy and predictive performance of survival models for censored data	2015	Ram C Bajpai
+	Predicting the Survival of AIDS Patients Using Two Frameworks of Statistical Joint Modeling and Comparing Their Predictive Accuracy	2020	Fatemeh Khorashadizadeh Hamed Tabesh Mahboubeh Parsaeian Habibollah Esmaily Abbas Rahimi Foroushani
+	Modelling Survival In Hiv/aids Treatment: Cox Proportional Hazard Versus Accelerated Failure Time Models.	2013	A G Njuguna
+ PDF Chat	A Review of the Study Designs and Statistical Methods Used in the Determination of Predictors of All-Cause Mortality in HIV-Infected Cohorts: 2002–2011	2014	Kennedy Otwombe Max Petzold Neil Martinson Tobias Chirwa
+	Evaluation and Model Choice	2016	Gerhard Tutz Matthias Schmid
+	Modeling Time-to-Death and Its Determinants among HIV/AIDS Patients	2017	Salie Ayalew Redie Yesuf Abdela
+ PDF Chat	Using Joint Models To Study The Association Between CD4 Count And The Risk Of Death In TB/HIV Data	2022	Nobuhle Mchunu Henry Mwambi Dimitris Rizopoulos Tarylee Reddy Nonhlanhla Yende‐Zuma
+ PDF Chat	Flexible Regression Model Selection for Survival Probabilities: With Application to AIDS	2009	A. Gregory DiRienzo
+ PDF Chat	Prediction-based classification for longitudinal biomarkers	2010	Andrea S. Foulkes Livio Azzoni Xiaohong Li Margaret Johnson Colette Smith Karam Mounzer Luis J. Montaner
+	Survival Model Predictive Accuracy and ROC Curves	2004	Patrick J. Heagerty Yingye Zheng
+ PDF Chat	Weibull Distribution as the Choice Model for State-Specific Failure Rates in HIV/AIDS Progression	2022	Nahashon Mwirigi Stanley Sewe Mary Wainaina Richard Onyino Simwa
+ PDF Chat	Review and evaluation of performance measures for survival prediction models in external validation settings	2017	Mohammad Shafiqur Rahman Gareth Ambler Babak Choodari‐Oskooei Rumana Z. Omar
+	Summarising predictive ability of a survival model and applications in medical research.	2008	C.-O. Babak
+	Estimating the Survival Function of HIV/AIDS Patients Using Weibull Model	2018	O. D. Ogunwale Temitope Olu Ogunlade
+ PDF Chat	Assessing the association between trends in a biomarker and risk of event with an application in pediatric HIV/AIDS	2009	Elizabeth R. Brown
+	Methods for the analysis of censored data with a focus on comparisons arising in HIV studies	2000	E. McKinnon

Works That Cite This (13)

Action	Title	Year	Authors
+	A nonparametric Bayesian technique for high-dimensional regression	2016	Subharup Guha Veerabhadran Baladandayuthapani
+	External Validation of Prognostic Models	2012	Anthony G Marson Paula Williamson Laura Bonnett Catrin Tudur Smith
+ PDF Chat	Transformation Models for Survival Data Analysis with Applications	2016	Liu Yang Qiusheng Chen Xufeng Niu
+	Cox Proportional Hazards Regression Model	2015	Frank E. Harrell
+ PDF Chat	Combining Epidemiologic and Biostatistical Tools to Enhance Variable Selection in HIV Cohort Analyses	2014	Christopher T. Rentsch Ionut Bebu Jodie L. Guest David Rimland Brian K. Agan Vincent C. Marconi
+	Nonparametric Variable Selection, Clustering and Prediction for High-Dimensional Regression	2014	Subharup Guha Veerabhadran Baladandayuthapani
+ PDF Chat	Identifying representative trees from ensembles	2012	Mousumi Banerjee Ying Ding Anne‐Michelle Noone
+	Sample size for multivariable prognostic models	2012	RC Jinks
+	Machine Learning for Survival Analysis	2024	Alejandro Flores
+ PDF Chat	A weighted random survival forest	2019	Lev V. Utkin Andrei V. Konstantinov Viacheslav S. Chukanov Mikhail V. Kots M. A. Ryabinin Anna Meldo

Works Cited by This (16)

Action	Title	Year	Authors
+	Measures of explained variation for survival data	1990	Edward L. Korn Richard Simon
+	Assessment and comparison of prognostic classification schemes for survival data	1999	Erika Graf Claudia Schmoor Willi Sauerbrei M. Schumacher
+	Predictive value of statistical models	1990	Hans C. van Houwelingen Saskia le Cessie
+	A bootstrap resampling procedure for model building: Application to the cox regression model	1992	Willi Sauerbrei Martin Schumacher
+	Validation, calibration, revision and combination of prognostic survival models	2000	Hans C. van Houwelingen
+	EXPLAINED VARIATION IN SURVIVAL ANALYSIS	1996	M. Schemper Janez Stare
+ PDF Chat	Bayesian Measures of Model Complexity and Fit	2002	David J. Spiegelhalter Nicola Best Bradley P. Carlin Angelika van der Linde
+	Predictive accuracy and explained variation	2003	M. Schemper
+	What do we mean by validating a prognostic model?	2000	Douglas G. Altman Patrick Royston
+	MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORS	1996	Frank E. Harrell Kerry L. Lee Daniel B. Mark