55 citations · 116 across the 17 of their papers we have counts for
9 papers · 1 filter
Using Joint Models for Longitudinal and Time-to-Event Data to Investigate the Causal Effect of Salvage Therapy after Prostatectomy
Dimitris Rizopoulos, Jeremy M. G. Taylor, Grigorios Papageorgiou +1
Prostate cancer patients who undergo prostatectomy are closely monitored for recurrence and metastasis using routine prostate-specific antigen (PSA) measurements. When PSA levels r…
Personalized Decision Making for Biopsies in Prostate Cancer Active Surveillance Programs
Anirudh Tomer, Dimitris Rizopoulos, Daan Nieboer +3
Background: Low-risk prostate cancer patients enrolled in active surveillance programs commonly undergo biopsies for examination of cancer progression. Biopsies are conducted as pe…
Individualized Dynamic Prediction of Survival under Time-Varying Treatment Strategies
Grigorios Papageorgiou, Mostafa M. Mokhles, Johanna J. M. Takkenberg +1
Often in follow-up studies intermediate events occur in some patients, such as reinterventions or adverse events. These intermediate events directly affect the shapes of their long…
Integrating Latent Classes in the Bayesian Shared Parameter Joint Model of Longitudinal and Survival Outcomes
Eleni-Rosalina Andrinopoulou, Kazem Nasserinejad, Rhonda Szczesniak +1
Cystic fibrosis is a chronic lung disease which requires frequent patient monitoring to maintain lung function over time and minimize onset of acute respiratory events known as pul…
Personalized Schedules for Surveillance of Low Risk Prostate Cancer Patients
Anirudh Tomer, Daan Nieboer, Monique J. Roobol +2
Low risk prostate cancer patients enrolled in active surveillance (AS) programs commonly undergo biopsies on a frequent basis for examination of cancer progression. AS programs emp…
Improved Dynamic Predictions from Joint Models of Longitudinal and Survival Data with Time-Varying Effects using P-splines
Eleni-Rosalina Andrinopoulou, Paul H. C. Eilers, Johanna J. M. Takkenberg +1
In the field of cardio-thoracic surgery, valve function is monitored over time after surgery. The motivation for our research comes from a study which includes patients who receive…