Multivariate joint modeling to identify markers of growth and lung function decline that predict cystic fibrosis pulmonary exacerbation onset.
Andrinopoulou, ER; Clancy, JP; Szczesniak, RD.
BMC Pulmonary Medicine.
2020;
20.
Biclustering of medical monitoring data using a nonparametric hierarchical Bayesian model.
Ren, Y; Sivaganesan, S; Altaye, M; Amin, RS; Szczesniak, RD.
Stat.
2020;
9.
Integrating latent classes in the Bayesian shared parameter joint model of longitudinal and survival outcomes.
Andrinopoulou, E; Nasserinejad, K; Szczesniak, R; Rizopoulos, D.
Statistical Methods in Medical Research.
2020;
29:3294-3307.
Randomized trial of lung hyperinflation therapy in children with congenital muscular dystrophy.
Sawnani, H; Mayer, OH; Modi, AC; Pascoe, JE; McConnell, K; McDonough, JM; Rutkowski, AM; Hossain, MM; Szczesniak, R; Tadesse, DG; et al.
Pediatric Pulmonology.
2020;
55:2471-2478.
Precision Health Analytics With Predictive Analytics and Implementation Research: JACC State-of-the-Art Review.
Pearson, TA; Califf, RM; Roper, R; Engelgau, MM; Khoury, MJ; Alcantara, C; Blakely, C; Boyce, CA; Brown, M; Croxton, TL; et al.
Journal of the American College of Cardiology.
2020;
76:306-320.
Influences of environmental exposures on individuals living with cystic fibrosis.
Szczesniak, R; Rice, JL; Brokamp, C; Ryan, P; Pestian, T; Ni, Y; Andrinopoulou, E; Keogh, RH; Gecili, E; Huang, R; et al.
Expert Review of Respiratory Medicine.
2020;
14:737-748.
Assessing the Relationship between Gestational Glycemic Control and Risk of Preterm Birth in Women with Type 1 Diabetes: A Joint Modeling Approach.
Gupta, R; Khoury, JC; Altaye, M; Jandarov, R; Szczesniak, RD.
Journal of Diabetes Research.
2020;
2020:3074532-8.
Data driven decision making to characterize clinical personas of parents of children with cystic fibrosis: a mixed methods study.
Szczesniak, RD; Pestian, T; Duan, LL; Li, D; Stamper, S; Ferrara, B; Kramer, E; Clancy, JP; Grossoehme, D.
BMC Pulmonary Medicine.
2020;
20.
Transparency and open access in CF research.
Stanojevic, S; Szczesniak, R.
Journal of Cystic Fibrosis.
2020;
19:e13-e13.
Dynamic predictive probabilities to monitor rapid cystic fibrosis disease progression.
Szczesniak, RD; Su, W; Brokamp, C; Keogh, RH; Pestian, JP; Seid, M; Diggle, PJ; Clancy, JP.
Statistics in Medicine.
2020;
39:740-756.