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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.
Treatment Sequencing for Childhood ADHD: A Multiple-Randomization Study of Adaptive Medication and Behavioral Interventions.
Pelham WE Jr, Fabiano GA, Waxmonsky JG, Greiner AR, Gnagy EM, Pelham WE 3rd, Coxe S, Verley J, Bhatia I, Hart K, Karch K, Konijnendijk E, Tresco K, Nahum-Shani I, Murphy SA. Pelham WE Jr, et al. Among authors: murphy sa. J Clin Child Adolesc Psychol. 2016 Jul-Aug;45(4):396-415. doi: 10.1080/15374416.2015.1105138. Epub 2016 Feb 16. J Clin Child Adolesc Psychol. 2016. PMID: 26882332 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.
670 results