Revolution of Smart Healthcare Materials in Big Data Analytics
Tài liệu tham khảo
Haluza, 2014, ICT and the future of healthcare: aspects of doctor-patient communication, Int. J. Technol. Assess. Health Care, 30, 10.1017/S0266462314000294
Loiselle, 2017, Is connected health contributing to a healthier population?, J. Med. Internet Res., 19, 10.2196/jmir.8309
I. Olaronke, O. Oluwaseun, “Big data in healthcare: prospects, challenges and resolutions”, Future Technologies Conference, IEEE, San Francisco, CA, pp. 1152-1157. (2016).
Yuehong, 2016, The internet of things in healthcare: an overview, J. Ind. Inf. Integr., 1, 3
Kim, 2015, Emergency situation monitoring service using context motion tracking of chronic disease patients, Clust. Comput., 18, 747, 10.1007/s10586-015-0440-1
Zagan, 2017, Healthcare IoT m-green CARDIO remote cardiac monitoring system – concept, theory of operation and implementation, Adv. Electric. Comput. Eng. J., 17, 23, 10.4316/AECE.2017.02004
Levent, 2006, Quality of urban life: a taxonomic perspective, Stud. Regional Sci., 36, 269, 10.2457/srs.36.269
Konugurthi, 2016, The anatomy of big data computing, Softw. Pract. Experience (SPE), 46, 79, 10.1002/spe.2374
Naoual El aboudi and Laila Benhlima, Big data management for healthcare systems: architecture, requirements, and implementation, Adv. Bioinformatics 2018, Article ID 4059018, 10 pages https://doi.org/10.1155/2018/4059018.
Anagnostopoulos, 2016, Handling big data: research challenges and future directions, J. Supercomput., 72, 1494, 10.1007/s11227-016-1677-z
Sakr, 2011, A survey of large scale data management approaches in cloud environments, IEEE Commun. Surv. Tutorials, 13, 311, 10.1109/SURV.2011.032211.00087
Jason Burke. Health Analytics: Gaining the Insights to Transform Health Care. Wiley, 1 edition, July 2013.
Dean, 2008, Mapreduce: simplified data processing on large clusters, Commun. ACM, 51, 107, 10.1145/1327452.1327492
Tim Kraska, Ameet Talwalkar, John C Duchi, Rean Griffith, Michael J Franklin, and Michael I Jordan. Mlbase: A distributed machine-learning system. In CIDR, 2013.
Sergey Melnik, Andrey Gubarev, Jing Jing Long, Geoffrey Romer, Shiva Shivakumar, Matt Tolton, and Theo Vassilakis. Dremel: interactive analysis of web-scale datasets. Proc. VLDB Endowment, 3(1-2) 2010 330–339.
Pavlo, 2009, A comparison of approaches to large-scale data analysis, 165
Sakr, 2013, The family of mapreduce and large-scale data processing systems, ACM Comput. Surv., 46, 11, 10.1145/2522968.2522979
Zhang, 2015, In-memory big data management and processing: a survey, IEEE Trans. Knowl. Data Eng., 27, 1920, 10.1109/TKDE.2015.2427795
Khan, 2018, Performance of cognitive radio sensor networks using hybrid automatic repeat request: Stop-and-wait, Mobile Netw. Appl., 23, 1, 10.1007/s11036-018-1020-4
Suciu, 2015, Big data, internet of things and cloud convergencean architecture for secure e-health applications, J. Med. Syst., 39, 141, 10.1007/s10916-015-0327-y
Moorthy, 2014, An analysis for big data and its technologies, Int. J. Comput. Sci. Eng. Technol., 4
Zeadally, 2016, Security attacks and solutions in electronic health (E-health) systems, J. Med. Syst., 40, 263, 10.1007/s10916-016-0597-z
Kahn, 2014, Natural language processing, big data, bioinformatics and biology, Int. J. Biol. Biomed. Eng., 8
Dimitrov, 2016, Medical internet of things and big data in healthcare, Healthc. Inform. Res., 22, 156, 10.4258/hir.2016.22.3.156
Filkins, 2016, Privacy and security in the era of digital health: what should translational researchers know and do about it, Am. J. Transl. Res., 8, 1560
Yang, 2016, An IoT-cloud based wearable ECG monitoring system for smart healthcare, J. Med. Syst., 40, 286, 10.1007/s10916-016-0644-9
Tung, 2015, Diagnostic yield of extended cardiac patch monitoring in patients with stroke or TIA, Front. Neurol., 5, 266, 10.3389/fneur.2014.00266
Famm, 2013, Drug discovery: a jump-start for electroceuticals, Nature, 496, 159, 10.1038/496159a
Cuba-Gyllensten, 2014, A novel wearable vest for tracking pulmonary congestion in acutely decompensated heart failure, Int. J. Cardiol., 177, 199, 10.1016/j.ijcard.2014.09.041
H.A.G. Elsayed, M.A. Galal, L. Syed. HeartCare+: a smart heart care mobile application for Framingham-based early risk prediction of hard coronary heart diseases in middle east. Mob. Inf. Syst. 2017, 11p. Article ID 9369532 (2017). https://doi.org/10.1155/2017/9369532.
M. Khan, N. Iqbal. (2017), “Computational performance analysis of cluster-based technologies for big data analytics”, The IEEE International Conference on Internet of Things (iThings), IEEE, Exeter, pp. 280-286.
Jain, 2017, Comparative analysis using hive and pig on consumers data, Int. J. Comput. Sci. Inf. Technol., 8, 285
Senior, 2014, Novartis signs up for Google smart lens, Nat. Biotechnol., 32, 856, 10.1038/nbt0914-856
Das, 2018, Taxonomy and analysis of security protocols for internet of things, Future Generat. Comput. Syst., 89, 110, 10.1016/j.future.2018.06.027
Yoo, 2012, Data mining in healthcare and biomedicine: a survey of the literature, J. Med. Syst., 36, 2431, 10.1007/s10916-011-9710-5
Qi, 2018, The role and challenges of artificial intelligence-assisted diagnostic technology in the medical field, Chin. Med. Device Inf., 24, 27
Peters, 2018, Review of emerging surgical robotic technology, Surg. Endosc., 32, 1636, 10.1007/s00464-018-6079-2
Akmandor, 2017, Keep the stress away with SoDA: stress detection and alleviation system, IEEE Trans. Multi-Scale Comput. Syst., 3, 269, 10.1109/TMSCS.2017.2703613
Gagnon, 2016, m-Health adoption by healthcare professionals: a systematic review, J. Am. Med. Inform. Assoc., 23, 212, 10.1093/jamia/ocv052
Redfern, 2017, Smart health and innovation: facilitating health-related behaviour change, Proc. Nutr. Soc., 76, 328, 10.1017/S0029665117001094
Zhang, 2018, Research on the construction of smart hospitals at home and abroad, Chin Hos Manag., 38, 64
Li, 2018, Application of internet of things in supplies logistics of intelligent hospital, Chin. Med. Equipment, 15, 172
Chen, 2018, Construction and application effect evaluation of integrated management platformof intelligent hospital based on big data analysis, Chin. Med. Herald., 15, 161
Liu, 2018, Application of computer molecular simulation technology and artificial intelligence in drug development, Technol. Innov. Appl., 2, 46
Karlebach, 2008, Modelling and analysis of gene regulatory networks, Nat. Rev. Mol. Cell Biol., 9, 770, 10.1038/nrm2503
A. Belle, S.-Y. Ji, W. Chen, T. Huynh, K. Najarian, “Rule based computer aided decision making for traumatic brain injuries,” in Machine Learning in Healthcare Informatics, vol. 56, pp. 229–259, Springer, Berlin, Germany, 2014.