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From hype to reality: data science enabling personalized medicine.
Fröhlich H, Balling R, Beerenwinkel N, Kohlbacher O, Kumar S, Lengauer T, Maathuis MH, Moreau Y, Murphy SA, Przytycka TM, Rebhan M, Röst H, Schuppert A, Schwab M, Spang R, Stekhoven D, Sun J, Weber A, Ziemek D, Zupan B. Fröhlich H, et al. Among authors: kumar s. BMC Med. 2018 Aug 27;16(1):150. doi: 10.1186/s12916-018-1122-7. BMC Med. 2018. PMID: 30145981 Free PMC article.
Mobile health technology evaluation: the mHealth evidence workshop.
Kumar S, Nilsen WJ, Abernethy A, Atienza A, Patrick K, Pavel M, Riley WT, Shar A, Spring B, Spruijt-Metz D, Hedeker D, Honavar V, Kravitz R, Lefebvre RC, Mohr DC, Murphy SA, Quinn C, Shusterman V, Swendeman D. Kumar S, et al. Am J Prev Med. 2013 Aug;45(2):228-36. doi: 10.1016/j.amepre.2013.03.017. Am J Prev Med. 2013. PMID: 23867031 Free PMC article.
ewrapper: Operationalizing engagement strategies in mHealth.
Wagner B 3rd, Liu E, Shaw SD, Iakovlev G, Zhou L, Harrington C, Abowd G, Yoon C, Kumar S, Murphy S, Spring B, Nahum-Shani I. Wagner B 3rd, et al. Among authors: kumar s. Proc ACM Int Conf Ubiquitous Comput. 2017 Sep;2017:790-798. doi: 10.1145/3123024.3125612. Proc ACM Int Conf Ubiquitous Comput. 2017. PMID: 29362728 Free PMC article.
The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol.
Nahum-Shani I, Potter LN, Lam CY, Yap J, Moreno A, Stoffel R, Wu Z, Wan N, Dempsey W, Kumar S, Ertin E, Murphy SA, Rehg JM, Wetter DW. Nahum-Shani I, et al. Among authors: kumar s. Contemp Clin Trials. 2021 Nov;110:106513. doi: 10.1016/j.cct.2021.106513. Epub 2021 Jul 24. Contemp Clin Trials. 2021. PMID: 34314855 Free PMC article.
Sense2Stop: A micro-randomized trial using wearable sensors to optimize a just-in-time-adaptive stress management intervention for smoking relapse prevention.
Battalio SL, Conroy DE, Dempsey W, Liao P, Menictas M, Murphy S, Nahum-Shani I, Qian T, Kumar S, Spring B. Battalio SL, et al. Among authors: kumar s. Contemp Clin Trials. 2021 Oct;109:106534. doi: 10.1016/j.cct.2021.106534. Epub 2021 Aug 8. Contemp Clin Trials. 2021. PMID: 34375749 Free PMC article. Clinical Trial.
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. 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.
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.
Advancing the science of mHealth.
Nilsen W, Kumar S, Shar A, Varoquiers C, Wiley T, Riley WT, Pavel M, Atienza AA. Nilsen W, et al. Among authors: kumar s. J Health Commun. 2012;17 Suppl 1:5-10. doi: 10.1080/10810730.2012.677394. J Health Commun. 2012. PMID: 22548593
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