Applied Methods for Estimating Transition Probabilities from Electronic Health Record Data.
作者： Zachary J Ward , Davene R Wright , S Bryn Austin , S Bryn Austin , Michael W Long
关键词:
摘要: BackgroundElectronic health record (EHR) data contain longitudinal patient information and standardized diagnostic codes. EHR may be useful for estimating transition probabilities state-tr...
sagepub.com
sci-hub.st 参考文章(27)
Christopher H. Jackson, Multi-State Models for Panel Data: The msm Package for R Journal of Statistical Software. ,vol. 38, pp. 1- 28 ,(2011) , 10.18637/JSS.V038.I08
Jane M Lange, Rebecca A Hubbard, Lurdes YT Inoue, Vladimir N Minin, None, A joint model for multistate disease processes and random informative observation times, with applications to electronic medical records data. Biometrics. ,vol. 71, pp. 90- 101 ,(2015) , 10.1111/BIOM.12252
Gabriella Milos, Anja Spindler, Ulrich Schnyder, Christopher G. Fairburn, Instability of eating disorder diagnoses: prospective study British Journal of Psychiatry. ,vol. 187, pp. 573- 578 ,(2005) , 10.1192/BJP.187.6.573
J M Satagopan, L Ben-Porat, M Berwick, M Robson, D Kutler, A D Auerbach, A note on competing risks in survival data analysis British Journal of Cancer. ,vol. 91, pp. 1229- 1235 ,(2004) , 10.1038/SJ.BJC.6602102
Peter B. Jensen, Lars J. Jensen, Søren Brunak, Mining electronic health records: towards better research applications and clinical care Nature Reviews Genetics. ,vol. 13, pp. 395- 405 ,(2012) , 10.1038/NRG3208
J Marc Overhage, Lauren M Overhage, Sensible use of observational clinical data. Statistical Methods in Medical Research. ,vol. 22, pp. 7- 13 ,(2013) , 10.1177/0962280211403598
M. G. Kahn, L. C. Bailey, C. B. Forrest, M. A. Padula, S. Hirschfeld, Building a Common Pediatric Research Terminology for Accelerating Child Health Research Pediatrics. ,vol. 133, pp. 516- 525 ,(2014) , 10.1542/PEDS.2013-1504
Cynthia M. Bulik, Patrick F. Sullivan, Jennifer Fear, Alison Pickering, Predictors of the development of bulimia nervosa in women with anorexia nervosa Journal of Nervous and Mental Disease. ,vol. 185, pp. 704- 707 ,(1997) , 10.1097/00005053-199711000-00009
E. D. Eckert, K. A. Halmi, P. Marchi, W. Grove, R. Crosby, Ten-year follow-up of anorexia nervosa: clinical course and outcome Psychological Medicine. ,vol. 25, pp. 143- 156 ,(1995) , 10.1017/S0033291700028166
Karina L. Allen, Susan M. Byrne, Wendy H. Oddy, Ross D. Crosby, DSM-IV-TR and DSM-5 eating disorders in adolescents: prevalence, stability, and psychosocial correlates in a population-based sample of male and female adolescents. Journal of Abnormal Psychology. ,vol. 122, pp. 720- 732 ,(2013) , 10.1037/A0034004