{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T14:52:16Z","timestamp":1761490336872,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319513935"},{"type":"electronic","value":"9783319513942"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-51394-2_23","type":"book-chapter","created":{"date-parts":[[2017,7,12]],"date-time":"2017-07-12T08:08:45Z","timestamp":1499846925000},"page":"443-453","source":"Crossref","is-referenced-by-count":5,"title":["Modeling Opportunities in mHealth Cyber-Physical Systems"],"prefix":"10.1007","author":[{"given":"Wendy","family":"Nilsen","sequence":"first","affiliation":[]},{"given":"Emre","family":"Ertin","sequence":"additional","affiliation":[]},{"given":"Eric B.","family":"Hekler","sequence":"additional","affiliation":[]},{"given":"Santosh","family":"Kumar","sequence":"additional","affiliation":[]},{"given":"Insup","family":"Lee","sequence":"additional","affiliation":[]},{"given":"Rahul","family":"Mangharam","sequence":"additional","affiliation":[]},{"given":"Misha","family":"Pavel","sequence":"additional","affiliation":[]},{"given":"James M.","family":"Rehg","sequence":"additional","affiliation":[]},{"given":"William","family":"Riley","sequence":"additional","affiliation":[]},{"given":"Daniel E.","family":"Rivera","sequence":"additional","affiliation":[]},{"given":"Donna","family":"Spruijt-Metz","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,7,13]]},"reference":[{"key":"23_CR1","doi-asserted-by":"crossref","unstructured":"L. G. Jaimes, J. Calderon, J. Lopez and A. Raij, \u201cTrends in Mobile Cyber-Physical Systems for health Just-in time interventions,\u201d SoutheastCon 2015, Fort Lauderdale, FL, 2015, pp. 1\u20136.","DOI":"10.1109\/SECON.2015.7132887"},{"key":"23_CR2","unstructured":"Hekler E, Michie S, Rivera DE, Collins LM, Pavel M, Jimison H, Garnett C, Parral S, Spruijt-Metz D. Developing and refining models and theories suitable for digital behavior change interventions. Am J Prev Med."},{"key":"23_CR3","unstructured":"National Science Foundation (2016). Cyber-Physical Systems solicitation. Retrieved from https:\/\/www.nsf.gov\/funding\/pgm_summ.jsp?pims_id=503286 on July 30, 2016."},{"key":"23_CR4","doi-asserted-by":"crossref","unstructured":"Stephen D. Patek, Sanjian Chen, Patrick Keith-Hynes, Insup Lee. Distributed Aspects of the Artificial Pancreas, 51st Annual Allerton Conf. on Communication, Control and Computing, 2013.","DOI":"10.1109\/Allerton.2013.6736572"},{"key":"23_CR5","doi-asserted-by":"crossref","unstructured":"Nahum-Shani I, Hekler E, Spruijt-Metz D. Building Health Behavior Models to Guide the Development of Just-in-Time Adaptive Interventions: A Pragmatic Framework. Health Psychol. 2015; 34.Suppl 1209\u201319.","DOI":"10.1037\/hea0000306"},{"key":"23_CR6","doi-asserted-by":"crossref","unstructured":"Hekler EB, Klasnja P, Riley WT, et al. Agile science: creating useful products for behavior change in the real world. Translational Behavioral Medicine. 2016:1\u201312.","DOI":"10.1007\/s13142-016-0395-7"},{"key":"23_CR7","unstructured":"Patrick K, Hekler EB, Estrin D, et al. Rapid rate of technological development and its implications for research on digital health behavior interventions. American Journal of Preventive Medicine. 2016."},{"key":"23_CR8","doi-asserted-by":"crossref","unstructured":"Kumar, S., et al., Mobile Health Technology Evaluation: The mHealth Evidence Workshop. American Journal of Preventive Medicine, 2013. 45(2): p. 228\u2013236.","DOI":"10.1016\/j.amepre.2013.03.017"},{"key":"23_CR9","doi-asserted-by":"crossref","unstructured":"Hekler EB, Klasnja P, Traver V, Hendriks M. Realizing Effective Behavioral Management of Health: The Metamorphosis of Behavioral Science Methods. IEEE Pulse 2013;4(4):29\u201334","DOI":"10.1109\/MPUL.2013.2271681"},{"key":"23_CR10","doi-asserted-by":"crossref","unstructured":"Riley WT, Rivera DE, Atienza AA, Nilsen W, Allison SM, Mermelstein R. Health behavior models in the age of mobile interventions: are our theories up to the task? Translational Behavioral Medicine. 2011;1(1):53\u201371.","DOI":"10.1007\/s13142-011-0021-7"},{"key":"23_CR11","doi-asserted-by":"crossref","unstructured":"Klasnja P, Hekler EB, Shiffman S, et al. Micro-randomized trials: An experimental design for developing just-in-time adaptive interventions. Health Psychology. 2016;34(Suppl):1220\u20131228.","DOI":"10.1037\/hea0000305"},{"key":"23_CR12","doi-asserted-by":"crossref","unstructured":"Martin CA, Desphande S, Hekler EB, Rivera DE. A system identification approach for improving behavioral interventions based on social cognitive theory. Paper presented at: American Control Conference (ACC)2015; Chicago, IL USA.","DOI":"10.1109\/ACC.2015.7172261"},{"key":"23_CR13","doi-asserted-by":"crossref","unstructured":"Liao P, Klasnja P, Tewari A, Murphy SA. Sample size calculations for micro-randomized trials in Mhealth. Statistics in Medicine. 2015;35(12):1944\u20131971.","DOI":"10.1002\/sim.6847"},{"key":"23_CR14","doi-asserted-by":"crossref","unstructured":"Spruijt-Metz D, Hekler E, Saranummi N, Intille S, Korhonen I, Nilsen W, Rivera DE, Spring B, Michie S, Asch DA, Sanna A, Salcedo VT, Kukakfa R, Pavel M. Building new computational models to support health behavior change and maintenance: new opportunities in behavioral research. Translational Behavioral Medicine. 2015; 5(3): 335\u201346.","DOI":"10.1007\/s13142-015-0324-1"},{"key":"23_CR15","doi-asserted-by":"crossref","unstructured":"Pavel M, Jimison HB, Korhonen I, Gordon CM, Saranummi N. Behavioral Informatics and Computational Modeling in Support of Proactive Health Management and Care. Biomedical Engineering, IEEE Transactions on 2015; 62(12): 2763\u201375.","DOI":"10.1109\/TBME.2015.2484286"},{"key":"23_CR16","doi-asserted-by":"crossref","unstructured":"Martin CA, Rivera DE, Hekler EB. A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control. Paper presented at: American Control Conference (ACC)2016; Boston, MA USA.","DOI":"10.1109\/ACC.2016.7525468"},{"key":"23_CR17","doi-asserted-by":"crossref","unstructured":"Jiang Z., Pajic M., and Manghara R. Cyber\u2013Physical Modeling of Implantable Cardiac Medical Devices. Proceedings of the IEEE | Vol. 100,No. 1, January 2012, pp 122\u2013137.","DOI":"10.1109\/JPROC.2011.2161241"},{"key":"23_CR18","unstructured":"Eunkyoung Jee, Shaohui Wang, Jeong Ki Kim, Jaewoo Lee, Oleg Sokolsky and Insup Lee, A Safety-Assured Development Approach for Real-Time Pacemaker Software. IEEE Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA) 2010."},{"key":"23_CR19","doi-asserted-by":"crossref","unstructured":"Insup Lee, Oleg Sokolsky, Sanjian Chen, John Hatcliff, Eunkyoung Jee, BaekGyu Kim, Andrew King, Margaret Mullen-Fortino, Soojin Park, Alexander Roederer, and Krishna Venkatasubramanian, Challenges and Research Directions in Medical Cyber-Physical Systems, in Special Issue on Cyber-Physical Systems, IEEE Proceedings, 100(1), pp. 75\u201390, Jan 2012.","DOI":"10.1109\/JPROC.2011.2165270"}],"container-title":["Mobile Health"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-51394-2_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,29]],"date-time":"2019-09-29T14:40:20Z","timestamp":1569768020000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-51394-2_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319513935","9783319513942"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-51394-2_23","relation":{},"subject":[],"published":{"date-parts":[[2017]]}}}