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Baart SJ, van der Palen RLF, Putter H, Tsonaka R, Blom NA, Rizopoulos D, van Geloven N. Joint Modeling of Longitudinal Markers and Time-to-Event Outcomes: An Application and Tutorial in Patients After Surgical Repair of Transposition of the Great Arteries. Circ Cardiovasc Qual Outcomes 2021; 14:e007593. [PMID: 34674542 PMCID: PMC8598112 DOI: 10.1161/circoutcomes.120.007593] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Supplemental Digital Content is available in the text. Most patients with congenital heart disease survive into adulthood; however, residual abnormalities remain and management of the patients is life-long and personalized. Patients with surgical repair of transposition of the great arteries, for example, face the risk to develop neoaortic valve regurgitation. Cardiologists update the prognosis of the patient intuitively with updated information of the cardiovascular status of the patient, for instance from echocardiographic imaging.
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Affiliation(s)
- Sara J Baart
- Department of Biostatistics (S.J.B., D.R.), Erasmus MC, Rotterdam, the Netherlands.,Department of Epidemiology (S.J.B., D.R.), Erasmus MC, Rotterdam, the Netherlands
| | - Roel L F van der Palen
- Division of Pediatric Cardiology, Department of Pediatrics (R.L.F.v.d.P., N.A.B.), Leiden University Medical Center, the Netherlands
| | - Hein Putter
- Department of Biomedical Data Sciences, Section Medical Statistics (H.P., R.T., N.v.G.), Leiden University Medical Center, the Netherlands
| | - Roula Tsonaka
- Department of Biomedical Data Sciences, Section Medical Statistics (H.P., R.T., N.v.G.), Leiden University Medical Center, the Netherlands
| | - Nico A Blom
- Division of Pediatric Cardiology, Department of Pediatrics (R.L.F.v.d.P., N.A.B.), Leiden University Medical Center, the Netherlands.,Division of Pediatric Cardiology, Department of Pediatrics, Amsterdam UMC, University of Amsterdam, the Netherlands (N.A.B.)
| | - Dimitris Rizopoulos
- Department of Biostatistics (S.J.B., D.R.), Erasmus MC, Rotterdam, the Netherlands.,Department of Epidemiology (S.J.B., D.R.), Erasmus MC, Rotterdam, the Netherlands
| | - Nan van Geloven
- Department of Biomedical Data Sciences, Section Medical Statistics (H.P., R.T., N.v.G.), Leiden University Medical Center, the Netherlands
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