IOT based wearable sensor for diseases prediction and symptom analysis in healthcare sector

Peer-to-Peer Networking and Applications - Tập 13 Số 6 - Trang 2123-2134 - 2020
BalaAnand Muthu1, C. B. Sivaparthipan2, Gunasekaran Manogaran3, Revathi Sundarasekar4, Seifedine Kadry5, A. Shanthini6, A. Antony Dasel7
1Department of Computer Science & Engineering, V.R.S. College of Engineering & Technology, Tamil Nadu, India
2Department of Computer Science & Engineering, SNS College of Technology, Tamil Nadu, India
3Department of Computer Science, University of California, Davis, USA
4Department of Computer Science, Anna University, Tamil Nadu, India
5Beirut Arab University, Beirut, Lebanon
6SRM University, Tamil Nadu, India
7Vellore Institute of Technology, Tamil Nadu, India

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Tài liệu tham khảo

Tsai C-W et al (2014) Data mining for internet of things: a survey. IEEE Commun Surv Tutor 16(1):77–97

Lieberman H, Selker T (2000) Out of context: computer systems that adapt to, and learn from, context. IBM Syst J 39.3(4):617–632

Yen, Wei, and Steven Weinstein. "Information retrieval system using an internet multiplexer to focus user selection." U.S. Patent No. 5,991,799. 23 Nov. 1999

Lighthill MJ, Whitham GB (1955) On kinematic waves II. A theory of traffic flow on long crowded roads. Proc R Soc London Ser A Math Phys Sci 229(1178):317–345

Pham TN et al (2015) A cloud-based smart-parking system based on internet-of-things technologies. IEEE Access 3:1581–1591

Palattella MR et al (2016) Internet of things in the 5G era: enablers, architecture, and business models. IEEE J Select Areas Commun 34(3):510–527

Swan M (2012) Sensor mania! The internet of things, wearable computing, objective metrics, and the quantified self 2.0. J Sens Actuator Netw 1(3):217–253

Alleckson TD et al. Home hub for reporting patient health parameters. U.S. Patent No. 6,336,900. 8 Jan. 2002

Gorbien MJ et al (1992) Iatrogenic illness in hospitalized elderly people. J Am Geriatr Soc 40(10):1031–1042

Ku YW (2008) Comparative welfare policy instruments in East Asia: Embedding trust in policy. Changing Governance and Public Policy in East Asia. Routledge, 160–178

Pieczenik SR, Neustadt J (2007) Mitochondrial dysfunction and molecular pathways of disease. Exp Mol Pathol 83(1):84–92

Bird RB, Smith E, Bird DW (2001) The hunting handicap: costly signaling in human foraging strategies. Behav Ecol Sociobiol 50(1):9–19

Sutherland EH (1940) White-collar criminality. YB 138

Bhalla G (2010) Collaboration and Co-creation. Springer, New York, pp 1–16

Atzori L, Iera A, Morabito G (2010) The internet of things: a survey. Comput Netw 54(15):2787–2805

Madhumathi R et al. A comprehensive survey of IoT edge/fog computing protocols." Handbook of Research on Cloud and Fog Computing Infrastructures for Data Science IGI Global, 2018. 85–107

Crawford LC (2008) Transgender without organs? Mobilizing a geo-affective theory of gender modification. Women's Stud Q 36(3/4):127–143

Engel GL (1978) The biopsychosocial model and the education of health professionals. Ann N Y Acad Sci 310(1):169–181

Paas FG (1992) Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach. J Educ Psychol 84(4):429

Teece DJ (1998) Capturing value from knowledge assets: the new economy, markets for know-how, and intangible assets. Calif Manag Rev 40(3):55–79

Solow RM (1957) Technical change and the aggregate production function. Rev Econ Stat:312–320

Gregg KR (1990) The variable competence model of second language acquisition, and why it isn’t. Appl Linguis 11(4):364–383

McAfee AP (2006) Enterprise 2.0: the dawn of emergent collaboration. Enterprise 2:15–26

Teece DJ (1986) Profiting from technological innovation: implications for integration, collaboration, licensing and public policy. Res Policy 15(6):285–305

Saheb T, Izadi L (2019) Paradigm of IoT big data analytics in healthcare industry: a review of scientific literature and mapping of research trends. Telematics Inform

Amin SU et al (2019) Cognitive smart healthcare for pathology detection and monitoring. IEEE Access 7:10745–10753

Syed L et al. (2019) Data science algorithms and techniques for smart healthcare using IoT and big data analytics. Smart Techniques for a Smarter Planet. Springer, Cham: 211–241.

Manogaran G et al (2018) Machine learning based big data processing framework for cancer diagnosis using hidden Markov model and GM clustering. Wirel Pers Commun 102(3):2099–2116

Das A et al (2019) Distributed machine learning cloud teleophthalmology IoT for predicting AMD disease progression. Futur Gener Comput Syst 93:486–498

Zonta G et al (2018) Use of gas sensors and FOBT for the early detection of colorectal cancer. Sensors Actuators B Chem 262:884–891

Zhao D, Liu H, Zheng Y, He Y, Lu D, Lyu C (2019) A reliable method for colorectal cancer prediction based on feature selection and support vector machine. Med Biol Eng Comput 57(4):901–912

Kim S-J, Pak K, Kim K (2019) Diagnostic performance of F-18 FDG PET/CT for prediction of KRAS mutation in colorectal cancer patients: a systematic review and meta-analysis. Abdomin Radiol:1–9