Joint modelling of longitudinal and time-to-event data: an illustration using CD4 count and mortality in a cohort of patients initiated on antiretroviral therapy

被引:0
作者
Nobuhle N. Mchunu
Henry G. Mwambi
Tarylee Reddy
Nonhlanhla Yende-Zuma
Kogieleum Naidoo
机构
[1] Biostatistics Unit,
[2] South African Medical Research Council (SAMRC),undefined
[3] University of KwaZulu-Natal,undefined
[4] School of Mathematics,undefined
[5] Statistics and Computer Science,undefined
[6] Centre for the AIDS Programme of Research in South Africa (CAPRISA),undefined
[7] University of KwaZulu-Natal,undefined
[8] MRC-CAPRISA HIV-TB Pathogenesis and Treatment Research Unit,undefined
[9] Doris Duke Medical Research Institute,undefined
[10] University of KwaZulu-Natal,undefined
来源
BMC Infectious Diseases | / 20卷
关键词
Time-to-event data; Longitudinal data; Joint models; CD4 count; Mortality; Bias;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 115 条
[1]  
Ford N(2015)The future role of CD4 cell count for monitoring antiretroviral therapy Lancet Infect Dis 15 241-7
[2]  
Meintjes G(2019)The Continuing Value of CD4 Cell Count Monitoring for Differential HIV Care and Surveillance JMIR Public Health Surveill 5 11136-7
[3]  
Pozniak A(2017)High mortality rates in men initiated on anti-retroviral treatment in KwaZulu-Natal, South Africa PloS ONE 12 0184124-80
[4]  
Bygrave H(2016)Mortality according to CD4 count at start of combination antiretroviral therapy among HIV-infected patients followed for up to 15 years after start of treatment: collaborative cohort study Clin Infect Dis 62 1571-78
[5]  
Hill A(2017)Prognosis of HIV patients receiving antiretroviral therapy according to CD4 counts: a long-term follow-up study in Yunnan, China Sci Rep 7 9595-37
[6]  
Peter T(2015)Joint modelling of repeated measurement and time-to-event data: an introductory tutorial Int J Epidemiol 44 334-83
[7]  
Davies M-A(2004)Separate and joint modelling of longitudinal and event time data using standard computer packages Am Stat 58 1-314
[8]  
Grinsztejn B(2000)Joint modelling of longitudinal measurements and event time data Biostatistics 1 465-15
[9]  
Calmy A(2018)Joint modeling of longitudinal CD4 count and time-to-death of HIV/TB co-infected patients: A case of Jimma University Specialized Hospital Ann Data Sci 5 659-20
[10]  
Kumarasamy N(2017)Joint longitudinal data analysis in detecting determinants of CD4 cell count change and adherence to highly active antiretroviral therapy at Felege Hiwot Teaching and Specialized hospital, North-west Ethiopia (Amhara Region) AIDS Res Ther 14 14-9