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Multi Agent Based Diabetes Diagnosing and Classification with the Aid of Hybrid Firefly-Neural Network
2017
International Journal of Intelligent Engineering and Systems
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A multi agent distributed data mining system for diagnosing diabetes and classification is proposed. ...
Finally, updation agent is classifying the user symptoms and then evaluates the diabetes level with the help of hybrid firefly based neural network algorithm. ...
[22] , has proposed HYDRA: a multi-agent hybrid diagnosis and monitoring architecture that is aimed at helping diabetic patients manage their illness. ...
doi:10.22266/ijies2017.0430.08
fatcat:yn4f5qhwyndxbdcg3vp6q3by3q
Leveraging Big Data Analytics in Healthcare Enhancement: Trends, Challenges and Opportunities
[article]
2020
arXiv
pre-print
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Researchers and clinicians are working to inhibit big data from having a positive impact on health in the future. ...
Due to the sheer size and availability of healthcare data, big data analytics has revolutionized this industry and promises us a world of opportunities. ...
It analyzed and mined medical data in real time. [34] implemented an architecture for neonatal ICU. It used data of EEG monitors, infusion pumps and cerebral oxygenation monitors. ...
arXiv:2004.09010v1
fatcat:ojysowdbdncsrdgpsvenksekyq
Big Data Application in Biomedical Research and Health Care: A Literature Review
2016
Biomedical Informatics Insights
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Imaging informatics is now more rapidly integrated with cloud platforms to share medical image data and workflows, and public health informatics leverages big data techniques for predicting and monitoring ...
The application of big data in health care is a fast-growing field, with many new discoveries and methodologies published in the last five years. ...
He et al. 67 provided a private cloud platform architecture for handling enormous data requests from health-care services. ...
doi:10.4137/bii.s31559
pmid:26843812
pmcid:PMC4720168
fatcat:stiplfqutjh65gpnlwmf7a2xkm
A Survey on Internet of Things Architectures
2016
EAI Endorsed Transactions on Internet of Things
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While the Internet of Things is still seeking its own shape, its effects have already stared in making incredible strides as a universal solution media for the connected scenario. ...
Internet of Things is a platform where every day devices become smarter, every day processing becomes intelligent, and every day communication becomes informative. ...
assessment technique and diabetes management . ...
doi:10.4108/eai.1-12-2016.151714
fatcat:j3bkbm27wvaljederetofsgc2m
A survey on Internet of Things architectures
2018
Journal of King Saud University: Computer and Information Sciences
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While the Internet of Things is still seeking its own shape, its effects have already stared in making incredible strides as a universal solution media for the connected scenario. ...
Internet of Things is a platform where every day devices become smarter, every day processing becomes intelligent, and every day communication becomes informative. ...
assessment technique and diabetes management . ...
doi:10.1016/j.jksuci.2016.10.003
fatcat:cwf3kjaddncupb5eqv7fr25y2a
A Survey on Wireless Body Area Networks for eHealthcare Systems in Residential Environments
2016
Sensors
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Collected data are relayed using existing wireless communication protocols to a base station for additional processing. ...
A typical health monitoring system consists of a network of wearable or implanted sensors that constantly monitor physiological parameters. ...
smart hybrid sensor network for indoor monitoring using a multilayer femtocell {2013} [119] On-body Off-body Heart Rate, Body Positioning, Motion, sound WiFi, GPRS, PDA, Smartphone Proposes general rules ...
doi:10.3390/s16060831
pmid:27338377
pmcid:PMC4934257
fatcat:kvoxnitzgje7vijnedco2znkda
Context-Awareness for Mobile Sensing: A Survey and Future Directions
2016
IEEE Communications Surveys and Tutorials
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The key idea behind context-aware applications is to encourage users to collect, analyze and share local sensory knowledge in the purpose for a large scale community use by creating a smart network. ...
Thus, it becomes critically important to study how the drawbacks can be elaborated and resolved, and at the same time better understand the opportunities for the research community to contribute to the ...
diagnosis/treatments, to the creation of smart spaces for individual behavior modeling. ...
doi:10.1109/comst.2014.2381246
fatcat:tzbqt6k23va3tltwxwg5jgvel4
Nanostructured Biosilica of Diatoms: From Water World to Biomedical Applications
2020
Applied Sciences
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The porous ultrastructure of the frustules displays a large surface area available for coating with various biomolecules through different functionalization methods. ...
Frustules harvested from aquatic ecosystems or diatomaceous fossil sediments represent an excellent cost-effective source of biosilica for a broad range of biomedical applications. ...
[97] monitored the effect of diatomite nanoparticles on Hydra morphology, population growth rate, and cell apoptosis. ...
doi:10.3390/app10196811
fatcat:hocgvvx22vgc7jjs5qoldd3wde
4 Optical Coherence Tomography Angiography
[chapter]
2020
The Retina Illustrated
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These factors lead to a steep learning curve, even for those with a working understanding dye-based ocular angiography. All for a method of imaging that is a little more than 10 years old. ...
of the imaging and applicable pathophysiology of the retina and choroid, and the requirement for understanding the origins of image artifacts. ...
the quantitative and qualitative evaluation of MNV, it is a powerful tool for the monitoring and follow-up of MNV. ...
doi:10.1055/b-0040-174189
fatcat:gslhnt5p5vgqvdm5hxncfkw2ee
Big data in healthcare: management, analysis and future prospects
2019
Journal of Big Data
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It has become a topic of special interest for the past two decades because of a great potential that is hidden in it. ...
In the healthcare industry, various sources for big data include hospital records, medical records of patients, results of medical examinations, and devices that are a part of internet of things. ...
Hydra uses the Hadoop-distributed computing framework for processing large peptide and spectra databases for proteomics datasets. ...
doi:10.1186/s40537-019-0217-0
fatcat:6yb7kk5ervaqhjt6lhe3utkivq
DD(35)E
[chapter]
2008
Encyclopedia of Genetics, Genomics, Proteomics and Informatics
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A fluorescent marker that binds only double-stranded DNA and only then emits the signal monitors the hybrid DNA. ...
Diacylglycerophosphate Diagnosis: To determine the nature and cause of a disease. Computational diagnosis is based on comparative genomic hybridization by using biomarkers and bioinformatics. ...
., schizophrenia, diabetes, heart diseases, cancer and a large number of diverse metabolic anomalies may be involved that are hard to clinically decipher and prescribe drugs for in an unambiguously helpful ...
doi:10.1007/978-1-4020-6754-9_4176
fatcat:zbpaeesjzrbp7lcezj6jyw36b4
Dowex Resins
[chapter]
2008
Encyclopedia of Genetics, Genomics, Proteomics and Informatics
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A fluorescent marker that binds only double-stranded DNA and only then emits the signal monitors the hybrid DNA. ...
Diacylglycerophosphate Diagnosis: To determine the nature and cause of a disease. Computational diagnosis is based on comparative genomic hybridization by using biomarkers and bioinformatics. ...
., schizophrenia, diabetes, heart diseases, cancer and a large number of diverse metabolic anomalies may be involved that are hard to clinically decipher and prescribe drugs for in an unambiguously helpful ...
doi:10.1007/978-1-4020-6754-9_4859
fatcat:k32r3jc5pjaepcdaom2pgn5iue
Poster Session 2, Monday 27 September
2010
European Journal of Neurology
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Methods: We used SmartCage, a homecage behaviour monitoring system (developed by AfaSci), composed of infrared (IR) matrices for position and locomotion detection, floor-sensor for wake/sleep monitoring ...
Conclusions: Diabetes is a major risk factor for stroke and is associated with an increase in overall stroke mortality. The etiology of stroke in diabetics frequently is microvascular disease. ...
Conclusions: So Fabry's disease is a "hydra with many faces". ...
doi:10.1111/j.1468-1331.2010.03233.x
fatcat:lsellp2xyvc77c7gr7qbzu6coi
Abstracts Of The 16 Th International Conference On Electrical Bio-Impedance And 17 Th International Conference On Electrical Impedance Tomography
[article]
2016
Zenodo
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Though the polysomnography is a current gold standard to for its diagnosis, there exist unmet clinical needs for a portable sleep apnea monitor for home use. ...
the potential for clinical diagnosis and real-time monitoring of acute cerebral ischemia, and can effectively distinguish different severity of cerebral ischemia. ...
It is a hybrid screening instrument that combines impedance with MEA-like extracellular field potential (EFP) recordings (2, 3) . It can be either used in an incubator or directly on a lab bench. ...
doi:10.5281/zenodo.55753
fatcat:fh3blon7kfhonbepjfllnwqjbq
The 35th Annual Meeting of the Japanese Association for the Study of Taste and Smell (JASTS XXXV)
2002
Chemical Senses
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For only one taste solution, they recognized level 5 solution or did not recognize it. The most commonly disordered taste was sourness, followed by sweetness, saltiness and bitterness, in this order. ...
A new stick-type odor identification test has been developed in Japan. Thirteen odors familiar to Japanese people are used in the 'odor stick identification test'. ...
We suggest that the TIMP-1 level in whole saliva is connected with taste disorder and may offer a useful method for diagnosis of this condition. ...
doi:10.1093/chemse/27.2.159
fatcat:uk6tjcbow5dz5p3z2u5kych5ie
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