Advances and Scope in Big Data Analytics in Healthcare

Abstract

Ajit Kumar Roy

Global healthcare industry is under significant pressure to reduce costs and more efficiently manage resources while improving patient care.Rising costs, chronic illness, an aging population and a shortage of professionals are forcing massive changes in the healthcare industry. To gain insight into how they can improve service while reducing costs, healthcare payers and providers are turning to data and analytics. Today Big data in healthcare is a hot issue. Therefore, in this communication, it is attempted to briefly present definitions, sources of big data, characteristics of Big Data, the architectural framework of big data analytics required in healthcare application. Big data analytics in healthcare reported in various literature are highlighted particularly on clinical data, Pharmaceutical data, Patient behavior, sentiment data, viral and Global Infectious Disease Surveillance. Lastly, the challenges are identified followed by future directions and advantages of big data analytics in healthcare

(PDF) Advances and Scope in Big Data Analytics in Healthcare. Available from: https://www.researchgate.net/publication/320280684_Advances_and_Scope_in_Big_Data_Analytics_in_Healthcare [accessed Nov 14 2018].

Comments

Modelling Forecasting Artificial Neural Network and Expert System in Fisheries and Aquaculture

The book entitled 'Modelling Forecasting Artificial Neural Network and Expert System in Fisheries and Aquaculture is the first of its kind available in the market. The book contains altogether sixteen chapter covering both capture and culture fisheries aspects contributed by various subject matter specialists engaged in research and development activities at various national institutes of repute. Each of the chapters has been specially written by an expert in the field bringing together in a single volume a range of approaches and reviews covering conceptual and mathematical model empirical and theoretical model deterministic and stochastic model biological model pond ecosystem model and explanatory models. Both linear as well as nonlinear models applied to fisheries and aquaculture research has been dealt with illustrated examples on current real fisheries data. Adequate attention has been given to select chapters that contain both theoretical as well as applied areas of researc...

Bioinformatics Resources on Web

Bioinformatics Resource on the Web(Freely Available) Nucleotide Sequence Databases (the principal ones) · NCBI - National Center for Biotechnology Information · EBI - European Bioinformatics Institute · DDBJ - DNA Data Bank of Japan Protein Sequence Databases · SWISS-PROT & TrEMBL - Protein sequence database and computer annotated supplement · UniProt - UniProt (Universal Protein Resource) is the world's most comprehensive catalog of information on proteins. It is a central repository of protein sequence and function created by joining the information contained in Swiss-Prot, TrEMBL, and PIR. · PIR - Protein Information Resource · ...

Post Demonetization Budget-2017- Expectations, Apprehensions and Reality: India's Budget-2017

Post Demonetization Budget-2017- Expectations, Apprehensions and Reality: India's Budget-2017 (Demonetisation Book 2) Kindle Edition by ajit roy (Author, Editor) The Prime Minister's announcement of the withdrawal of ₹1000 and ₹500 notes ranks among the most significant economic measures taken by his government. The audacious move has given birth to hopes of a decisive blow to the black economy, terrorism and counterfeit currency. It is also being lauded for its potential to convert India into a cashless economy. The backdrop to the Budget was a fairly volatile past few months with multiple issues such as (a) demonetisation; (b) ambiguities on indirect transfer taxes; (c) treaty changes to India-Mauritius Treaty etc. Union finance minister Arun Jaitley stepped into Parliament on February 1, 2017, unveiled India’s first post demonetisation Budget. Many people have questioned if this move is the biggest disruption for electronic payments in 2016. Remone...

Evaluation of Performance of Primary Fisheries Cooperative Societies (MSS) of Tripura

Evaluation of Performance of Primary Fisheries Cooperative Societies (MSS) of Tripura A.D. Upadhyay, M. Sinha, 1 , A.K. Roy, J.R. Dhanze and D.K. Pandey College of Fisheries, Central Agricultural University, Lembucherra Tripura – 799 210, India 1 Directorate of Fisheries, Govt. of Tripura, Agartala, India Email:ad_up@rediffma Abstract Fishermen cooperatives are recognized as means of socio-economic development of fishers/fish farming community, which generally belong to weaker section of the society. The state of Tripura has made significant progress in fish production by 197 per cent from 2004-05 to 2011-12. An attempt has been made in this paper to analyse the status of Fishermen Cooperatives in Tripura with respect to water holdings and fish and fish seed production. It has been found that the fishermen cooperative in Tripura like other states of the country is not encouraging because majority of them...

Development of Models for Fishery Resources and Production Statistics of West Bengal, India

Development of Models for Fishery Resources and Production Statistics of West Bengal, India Ambalika Ghosh1*, BK Mohapatra2 and AK Roy3 1Department of Fishery, Govt. of West Bengal, India 2ICAR-CIFE, GN-Bl, Salt Lake, India 3College of Fisheries, CAU, India Submission: June 8, 2017; Published: October 12, 2017 Abstract West Bengal is rich in Inland Fishery Resources. Ponds and tanks dominate with 90.62 parent resources under culture. Overall 87.56% of total potential resource is utilized for culture leaving another 12.44% for bring under culture. Total area under of River, Canal/ Khal and Beal / Boars of West Bengal is 279569.31 ha. River occupies 58% of total area followed by canal / Khal (27%) and Beal / boar (15%). Fishermen constitute about 3.3 percent of total population of 9.13 crores in West Bengal. Fisheries are next to agriculture in terms of providing employment and food supply. Fish is an important source of quality protein and cheaper i...

Fishery resources distribution with emphasis on trends of relationship between fish seed and fish production of Assam.

Fishery resources distribution with emphasis on trends of relationship between fish seed and fish production of Assam. Author(s) : Roy, A. K. ; Upadhyay, A. D. ; Taye, R. K. ; Anushree Das ; Rajita Devi Author Affiliation : College of Fisheries, Central Agricultural University, Lembucherra 799 210, Tripura West, India. Author Email : akroy1946@yahoo.co.in Journal article : Environment and Ecology 2013 Vol.31 No.2B pp.859-863 ref.4 Abstract : Pisciculture is considered as an important economic activity in the socio-economic context in the State of Assam . A survey to assess the fishery resources reveals that Assam is one of the richest state in the country with surface water resources where bheel fisheries and pond and tank fisheries alone occupies about 1.40 lakh hectares area. Within the confined water bodies, bheel fisheries constitute 54% of to...

Statistical Methods for Genomic Sequence and Microarray Analysis

Statistical Methods for Genomic Sequence and Microarray Analysis A.K. Roy1 and S.R. Martha1 1 Central Institute of Freshwater Aquaculture Kausalyaganga,Bhubaneshwar – 751 002,Odisha Multivariate analysis methods such as Correspondence Analysis and Principle Component Analysis have often been used to identify major trends of variation in synonymous codon usage among inter or intra specific genes. Genetic codes are degenerate meaning most of amino acids can be encoded by more than one codon (triplet of nucleotides); such codons are synonymous and usually differ by one nucleotide in the third position. The alternative synonymous codons are not used with similar frequency and their usage varies among different genes. Hence there is the presence of Relative Synonymous Codon Usage values. In: Applied Bioinformatics, Statistics and Economics in Fisheries Research: pp. 29-47 © 2008 (Eds. A.K. Roy & Niranjan Sarangi) New India Publishing Agency, New Delhi (India); ISBN:97881894...

IMPACT ASSESSMENT OF AN INTERVENTION 'IMPROVED PIG FARMING TECHNOLOGY' FOR LIVELIHOOD IMPROVEMENT OF RURAL POOR AT DHALAI DISTRICT, TRIPURA.

IMPACT ASSESSMENT OF AN INTERVENTION 'IMPROVED PIG FARMING TECHNOLOGY' FOR LIVELIHOOD IMPROVEMENT OF RURAL POOR AT DHALAI DISTRICT, TRIPURA. Ajit Kumar Roy Ex. National Consultant (IA), NAIP, Pusa, New Delhi *Corresponding author: akroy1946@yahoo.co.in Received: August 2016 Revised accepted: September 2016 ABSTRACT Impact assessment is the process of identifying the anticipated or actual impacts of a development intervention, on social, economic and environmental factors. An impact assessment study was carried out at Ambassa,Balaram and Morachera clusters of Dhalai district, Tripura during 2013 under NAIP project to evaluate and validate indigenous 'Improved Pig Farming Technology' (intervention) for enhancing production, profitability and competitiveness in agro ecosystem of disadvantageous areas of NEH region.Ex-post design covering both qualitative and quantitative data through random sampling and purposive selection method was taken for collection of Primary ...

Modelling Forecasting Artificial Neural Network and Expert System in Fisheries and Aquaculture

Modelling Forecasting Artificial Neural Network and Expert System in Fisheries and Aquaculture The book entitled ‘Modelling Forecasting Artificial Neural Network and Expert System in Fisheries and Aquaculture is the first of its kind available in the market. The book contains altogether sixteen chapter covering both capture and culture fisheries aspects contributed by various subject matter specialists engaged in research and development activities at various national institutes of repute. Each of the chapters has been specially written by an expert in the field bringing together in a single volume a range of approaches and reviews covering conceptual and mathematical model empirical and theoretical model deterministic and stochastic model biological model pond ecosystem model and explanatory models. Both linear as well as nonlinear models applied to fisheries and aquaculture research has been dealt with illustrated examples on current real fisheries data. Adequate attent...

Mobile learning advantage and disadvantages

Mobile learning advantages: Learning can be accessed anywhere and at any time Mobile learning caters to the shift toward micro-learning Information is more readily accessible when needed for on-the-job training Learners can collaborate through online forums and chats Mobile can incorporate all learning styles Appeals to millennial learners Mobile learning disadvantages: Battery life, device failure, updates, and crashes are all a concern Courses and learning objects MUST be responsive design Internet access and overall connectivity Mobile devices mean more opportunities for distraction Responsive design and device and software compatibility Multitasking might not be the best for learning retention Cost of devices

Search This Blog