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A "SMART" design for building individualized treatment sequences.
Lei H, Nahum-Shani I, Lynch K, Oslin D, Murphy SA. Lei H, et al. Among authors: murphy sa. Annu Rev Clin Psychol. 2012;8:21-48. doi: 10.1146/annurev-clinpsy-032511-143152. Epub 2011 Dec 12. Annu Rev Clin Psychol. 2012. PMID: 22224838 Free PMC article. Review.
Q-learning: a data analysis method for constructing adaptive interventions.
Nahum-Shani I, Qian M, Almirall D, Pelham WE, Gnagy B, Fabiano GA, Waxmonsky JG, Yu J, Murphy SA. Nahum-Shani I, et al. Among authors: murphy sa. Psychol Methods. 2012 Dec;17(4):478-94. doi: 10.1037/a0029373. Epub 2012 Oct 1. Psychol Methods. 2012. PMID: 23025434 Free PMC article.
Center of excellence for mobile sensor data-to-knowledge (MD2K).
Kumar S, Abowd GD, Abraham WT, al'Absi M, Beck JG, Chau DH, Condie T, Conroy DE, Ertin E, Estrin D, Ganesan D, Lam C, Marlin B, Marsh CB, Murphy SA, Nahum-Shani I, Patrick K, Rehg JM, Sharmin M, Shetty V, Sim I, Spring B, Srivastava M, Wetter DW. Kumar S, et al. Among authors: murphy sa. J Am Med Inform Assoc. 2015 Nov;22(6):1137-42. doi: 10.1093/jamia/ocv056. Epub 2015 Jul 3. J Am Med Inform Assoc. 2015. PMID: 26555017 Free PMC article.
Randomised trials for the Fitbit generation.
Dempsey W, Liao P, Klasnja P, Nahum-Shani I, Murphy SA. Dempsey W, et al. Among authors: murphy sa. Signif (Oxf). 2015 Dec 1;12(6):20-23. doi: 10.1111/j.1740-9713.2015.00863.x. Signif (Oxf). 2015. PMID: 26807137 Free PMC article.
Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART.
Kelleher SA, Dorfman CS, Plumb Vilardaga JC, Majestic C, Winger J, Gandhi V, Nunez C, Van Denburg A, Shelby RA, Reed SD, Murphy S, Davidian M, Laber EB, Kimmick GG, Westbrook KW, Abernethy AP, Somers TJ. Kelleher SA, et al. Among authors: murphy s. Contemp Clin Trials. 2017 Jun;57:51-57. doi: 10.1016/j.cct.2017.04.001. Epub 2017 Apr 11. Contemp Clin Trials. 2017. PMID: 28408335 Free PMC article. Clinical Trial.
Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K).
Kumar S, Abowd G, Abraham WT, al'Absi M, Chau DHP, Ertin E, Estrin D, Ganesan D, Hnat T, Hossain SM, Ives Z, Kerr J, Marlin BM, Murphy S, Rehg JM, Nahum-Shani I, Shetty V, Sim I, Spring B, Srivastava M, Wetter D. Kumar S, et al. IEEE Pervasive Comput. 2017 Apr-Jun;16(2):18-22. doi: 10.1109/MPRV.2017.29. Epub 2017 Apr 3. IEEE Pervasive Comput. 2017. PMID: 29276451 Free PMC article. No abstract available.
662 results