Towards a Comprehensive Data Analytics Framework for Smart Healthcare Services

2008 Alam, 2010, An event-driven sensor virtualization approach for internet of things cloud, 1 Alamri, 2013, A survey on sensor-cloud: architecture, applications, and approaches, Int. J. Distrib. Sens. Netw., 2013 Arami, 2013, Accurate measurement of concurrent flexion–extension and internal–external rotations in smart knee prostheses, IEEE Trans. Biomed. Eng., 60, 2504, 10.1109/TBME.2013.2259489 Armbrust, 2009 Atzori, 2010, The internet of things: a survey, Comput. Netw., 54, 2787, 10.1016/j.comnet.2010.05.010 Avrunin, 2012, Smart checklists for human-intensive medical systems, 1 Ayan Banerjee, Sandeep K.S. Gupta, Georgios Fainekos, Georgios Varsamopoulos. Towards modeling and analysis of cyber-physical medical systems, 2011. Bizer, 2012, The meaningful use of big data: four perspectives–four challenges, ACM SIGMOD Rec., 40, 56, 10.1145/2094114.2094129 Brownstein, 2009, Digital disease detection, harnessing the web for public health surveillance, N. Engl. J. Med., 360, 2153, 10.1056/NEJMp0900702 Burke, 2013 Caballero, 2003, Pathways: a school-based, randomized controlled trial for the prevention of obesity in American Indian schoolchildren, Am. J. Clin. Nutr., 78, 1030, 10.1093/ajcn/78.5.1030 Callisaya, 2010, Ageing and gait variability, a population-based study of older people, Age Ageing, 39, 191, 10.1093/ageing/afp250 Carneiro, 2009, Google trends: a web-based tool for real-time surveillance of disease outbreaks, Clin. Infect. Dis., 49, 1557, 10.1086/630200 Dean, 2008, Mapreduce: simplified data processing on large clusters, Commun. ACM, 51, 107, 10.1145/1327452.1327492 Don, 2013, Medical cyber physical systems and bigdata platforms Drouin, 2008, Health care costs: a market-based view, McKinsey Q. Erl, 2013 Gellersen, 2002, Multi-sensor context-awareness in mobile devices and smart artifacts, Mob. Netw. Appl., 7, 341, 10.1023/A:1016587515822 Goodchild, 2007, Citizens as sensors: the world of volunteered geography, GeoJournal, 69, 211, 10.1007/s10708-007-9111-y Christian Hagist, Laurence J. Kotlikoff, Health care spending: what the future will look like, 2006. Ahsanul Haque, 2014, Review of cyber-physical system in healthcare, Int. J. Distrib. Sens. Netw., 2014 Lee, 2012, Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy, Lancet, 380, 219, 10.1016/S0140-6736(12)61031-9 Insup, 2012, Challenges and research directions in medical cyber physical systems, Proc. IEEE, 100, 75, 10.1109/JPROC.2011.2165270 Jencks, 2009, Rehospitalizations among patients in the medicare fee-for-service program, N. Engl. J. Med., 360, 1418, 10.1056/NEJMsa0803563 Kailanto, 2008, Mobile ECG measurement and analysis system using mobile phone as the base station, 12 Kang, 2009 Kayyali, 2013 Konstantas, 2003, Continuous monitoring of vital constants for mobile users: the MobiHealth approach, 3728 Kopetz, 2011, Internet of things, 307 Kraska, 2013, MLbase: a distributed machine-learning system Kyoung-Don, 2004, Managing deadline miss ratio and sensor data freshness in real-time databases, IEEE Trans. Knowl. Data Eng., 16, 1200, 10.1109/TKDE.2004.61 Lee, 2008, Cyber physical systems: design challenges, 363 Lee, 2012, Challenges and research directions in medical cyber-physical systems, Proc. IEEE, 100, 75, 10.1109/JPROC.2011.2165270 Liang, 2012, Review of cyber-physical system architecture, 25 Malewicz, 2010, Pregel: a system for large-scale graph processing, 135 Manyika, 2011 Marx, 2013, Biology: the big challenges of big data, Nature, 498, 255, 10.1038/498255a Massé, 2013, Miniaturized wireless ECG monitor for real-time detection of epileptic seizures, ACM Trans. Embed. Comput. Syst., 12, 102, 10.1145/2485984.2485990 McCaffrey, 2008, Swallowable-capsule technology, IEEE Pervasive Comput., 7, 23, 10.1109/MPRV.2008.17 McGrath, 2013 McLachlan, 2011, A new fluorescence complementation biosensor for detection of estrogenic compounds, Biotechnol. Bioeng., 108, 2794, 10.1002/bit.23254 Melnik, 2010, Dremel: interactive analysis of web-scale datasets, Proc. VLDB Endow., 3, 330, 10.14778/1920841.1920886 Mendez, 2012, Design of cyber-physical interface for automated vital signs reading in electronic medical records systems, 1 Meng, 2012, Compressed sensing photoacoustic tomography in vivo in time and frequency domains, 717 Miller, 1982, Pediatric counseling and subsequent use of smoke detectors, Am. J. Publ. Health, 72, 392, 10.2105/AJPH.72.4.392 Murdoch, 2013, The inevitable application of big data to health care, JAMA, 309, 1351, 10.1001/jama.2013.393 Ning, 2013 Park, 2003, Enhancing the quality of life through wearable technology, IEEE Eng. Med. Biol. Mag., 22, 41, 10.1109/MEMB.2003.1213625 Pavlo, 2009, A comparison of approaches to large-scale data analysis, 165 Plummer, 2008, Cloud computing: defining and describing an emerging phenomenon, Gartner, 17 Provost, 2013 M. Quin, Predicting vital signs, 2014. Raghupathi, 2014, Big data analytics in healthcare: promise and potential, Health Inf. Sci. Syst., 2, 3, 10.1186/2047-2501-2-3 Sherif Sakr, 2014 Sherif Sakr, 2011, A survey of large scale data management approaches in cloud environments, IEEE Commun. Surv. Tutor., 13, 311, 10.1109/SURV.2011.032211.00087 Sherif Sakr, 2013, The family of mapreduce and large-scale data processing systems, ACM Comput. Surv., 46, 11 Sheth, 2013, Physical-cyber-social computing: an early 21st century approach, IEEE Intell. Syst., 28, 78, 10.1109/MIS.2013.20 Victor Shnayder, Bor-rong Chen, Konrad Lorincz, Thaddeus R.F. Fulford Jones, Matt Welsh, Sensor networks for medical care, 2005. Staten, 2008, Is cloud computing ready for the enterprise, Forrester Res., 7 Tilak, 2013, Real-world deployments of participatory sensing applications: current trends and future directions, ISRN Sens. Netw., 2013 Uzor, 2013, Exploring & designing tools to enhance falls rehabilitation in the home, 1233 Vaquero, 2008, A break in the clouds: towards a cloud definition, Comput. Commun. Rev., 39, 50, 10.1145/1496091.1496100 Vegoda, 2002, Introducing the IHE (integrating the healthcare enterprise) concept, J. Healthc. Inf. Manag., 16, 22 Venkatasubramanian, 2012, Cyber physical security solutions for pervasive health monitoring systems Wang, 2011, A secured health care application architecture for cyber-physical systems, Control Eng. Appl. Inform., 13, 101 Wang Weber, 2010 Weigel, 2002 Wood, 2008, Context-aware wireless sensor networks for assisted living and residential monitoring, IEEE Netw., 22, 26, 10.1109/MNET.2008.4579768 Wu, 2011, From wireless sensor networks towards cyber physical systems, Pervasive Mob. Comput., 7, 397, 10.1016/j.pmcj.2011.03.003 Yang, 2013, Design and evaluation of a portable optical-based biosensor for testing whole blood prothrombin time, Talanta, 116, 704, 10.1016/j.talanta.2013.07.064 Yang, 2014, 59 Yuriyama, 2010, Sensor-cloud infrastructure – physical sensor management with virtualized sensors on cloud computing, 1 Zhang, 2015, In-memory big data management and processing: a survey, IEEE Trans. Knowl. Data Eng., 27, 1920, 10.1109/TKDE.2015.2427795 Zhaoyang, 2013, Interference mitigation for cyber-physical wireless body area network system using social networks, IEEE Trans. Emerg. Top. Comput., 1, 121, 10.1109/TETC.2013.2274430