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AUTHOR(S):

Plamenka Borovska

 

TITLE

Big Data Analytics and Internet of medical Things Make Precision Medicine a Reality

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ABSTRACT

In this paper the role of advanced IT technologies such as Big data analytics and Internet of medical Things (IomT) in support and promotion of precision medicine has been revealed. The concept of precision medicine has been presented and analyzed from the point of view of computational science and the new paradigm for scientific research. The focus of the paper is on the intersection of Big data analytics and precision medicine. The computational flow of in silico knowledge data discovery has been presented and analyzed and the beneficial outcomes for the case study of genome mapping based on computer model of RNA revealed. Finally, the beneficial role of Internet of medical Things and related technologies has been discussed.

KEYWORDS

Big data analytics, in silico knowledge discovery, Internet of medical Things, bioinformatics

REFERENCES

[1] Xiaolong Jin, B. Waha, X. Cheng, Y. Wang, Significance and Challenges of Big Data Research, Big DataResearch 2 (2015)59–64, www.elsevier.com/locate/bdr

[2] J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, A. Hung, Big data: the next frontier for innovation, competition, and productivity, Tech. rep., McKinsey Global Institute, 2011, available at: http://www.mckinsey.com/insights/business_technology/big_data_the_next_frontier_for_innovation

[3] Edmon Begoli, A Short Survey on the State of the Art in Architectures and Platforms for Large Scale Data Analysis and Knowledge Discovery from Data, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.468.8676&rep=rep1&type=pdf

[4] What is precision medicine? http://learn.genetics.utah.edu/content/precision/intro

[5] GenBank https://www.ncbi.nlm.nih.gov/genbank/

[6] Amazon’s Genomic in the Cloud https://aws.amazon.com/health/genomics/

[7] Google Genomics Platform https://cloud.google.com/genomics/

[8] IBM Watson Health – Value Based Care https://www.ibm.com/watson/health/value-based-care/

[9] https://obamawhitehouse.archives.gov/node/333101

[10] Grishin D., K. Obbad, P. Estep, M. Cifric, Y. Zhao, G. Church, Nebula Ganomics: Blockchain-enabled genomic data sharing and analysis platform, 2018, www.nebulagenomics.io/assets/documents/NEBULA_whitepaper_v4.52.pdf

[11] The Global Network of Personal Genome Projects http://www.personalgenomes.org/

[12] Zanella A, Bui N, Castellani A, Vangelista L, Zorzi M. Internet of things for smart cities. IEEE Internet Things J. 2014;1(1):22–32

[13] https://healthitanalytics.com/news/imaging-analytics-the-first-step-to-personalized-medicine

[14] http://www.diagnosticimaging.com/pacs-and-informatics/internet-medical-imaging-things-here

[15] http://vertassets.blob.core.windows.net/download/55f5d124/55f5d124-e6f3-4d8f-9413-3c99a44e172d/iot_healthcare.pdf

[16] Euro-BioImaging European Research Infrastructure for Imaging Technologies in Biological and Biomedical Sciences (Euro-BioImaging, EuBI) http://www.eurobioimaging.eu/

[17] Big Data Europe (BDE) platform https://www.big-data-europe.eu/

[18] Remoteyesuite https://www.neologica.it/

[19] Tricefy https://triceimaging.com/

[20] The Wall Street Journal https://www.wsj.com/articles/SB10001424127887323419104578374420820705296

[21] Medimsight https://www.medimsight.com/

[22] Diagnostic imaging http://www.diagnosticimaging.com/pacs-and-informatics/deep-learning-medical-imaging-not-so-near-future

[23] Deep learning in medical imaging https://www.ncbi.nlm.nih.gov/pubmed/28689314

[24] Future Internet - The EU Framework Programme for Research and Innovation, European Commission https://ec.europa.eu/programmes/horizon2020/en/h2020-section/future-internet

[25] Medical imaging https://innovatemedtec.com/digital-health/medical-imaging

[26] https://www.healthcare.siemens.com/medical-imaging

Cite this paper

Plamenka Borovska. (2018) Big Data Analytics and Internet of medical Things Make Precision Medicine a Reality. International Journal of Internet of Things and Web Services, 3, 24-31

 

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