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The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols.
Chow SM, Nahum-Shani I, Baker JT, Spruijt-Metz D, Allen NB, Auerbach RP, Dunton GF, Friedman NP, Intille SS, Klasnja P, Marlin B, Nock MK, Rauch SL, Pavel M, Vrieze S, Wetter DW, Kleiman EM, Brick TR, Perry H, Wolff-Hughes DL; Intensive Longitudinal Health Behavior Network (ILHBN). Chow SM, et al. Among authors: marlin b. Transl Behav Med. 2023 Jan 20;13(1):7-16. doi: 10.1093/tbm/ibac069. Transl Behav Med. 2023. PMID: 36416389 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: marlin b. 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.
BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.
Tung K, De La Torre S, El Mistiri M, Braga De Braganca R, Hekler E, Pavel M, Rivera D, Klasnja P, Spruijt-Metz D, Marlin BM. Tung K, et al. Among authors: marlin bm. IEEE Int Conf Connect Health Appl Syst Eng Technol. 2022 Nov;2022:78-90. Epub 2022 Dec 22. IEEE Int Conf Connect Health Appl Syst Eng Technol. 2022. PMID: 37736024 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. Among authors: marlin bm. 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.
Digitizing clinical trials.
Inan OT, Tenaerts P, Prindiville SA, Reynolds HR, Dizon DS, Cooper-Arnold K, Turakhia M, Pletcher MJ, Preston KL, Krumholz HM, Marlin BM, Mandl KD, Klasnja P, Spring B, Iturriaga E, Campo R, Desvigne-Nickens P, Rosenberg Y, Steinhubl SR, Califf RM. Inan OT, et al. Among authors: marlin bm. NPJ Digit Med. 2020 Jul 31;3:101. doi: 10.1038/s41746-020-0302-y. eCollection 2020. NPJ Digit Med. 2020. PMID: 32821856 Free PMC article. Review.
39 results