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Medical Big Data Analysis in Hospital Information System
[chapter]
2016
Big Data on Real-World Applications
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However, the complex, distributed, and highly interdisciplinary nature of medical data has underscored the limitations of traditional data analysis capabilities of data accessing, storage, processing, ...
The rapidly increasing medical data generated from hospital information system (HIS) signifies the era of Big Data in the healthcare domain. ...
For the occasional unexpected problems, maintenance staff of medical cloud background can find and solve the problem at the first time, ensuring high availability and reliability of medical cloud services ...
doi:10.5772/63754
fatcat:wyzmm5x325fi5nvhsd25viyjby
Case Based Reasoning: Case Representation Methodologies
2015
International Journal of Advanced Computer Science and Applications
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By using a proposed set of qualitative metrics, the existing methods based on ontology for case representation are studied and evaluated in details. All these systems have limitations. ...
Case Based Reasoning (CBR) is an important technique in artificial intelligence, which has been applied to various kinds of problems in a wide range of domains. ...
The problems of heterogeneity are solved by case alignment [66] . ...
doi:10.14569/ijacsa.2015.061126
fatcat:yhnymzvac5f6zplqliddkx5ikq
Ten years of knowledge representation for health care (2009–2018): Topics, trends, and challenges
2019
Artificial Intelligence in Medicine
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to the formalization and representation of medical knowledge for supporting clinical care. ...
In the last ten years, the international workshop on knowledge representation for health care (KR4HC) has hosted outstanding contributions of the artificial intelligence in medicine community pertaining ...
Acknowledgements The work of DR was supported by the RETOS P-BreasTreat project (DPI2016-340 77415-R) of the Spanish Ministerio de Economia y Competitividad. ...
doi:10.1016/j.artmed.2019.101713
pmid:31607346
fatcat:dhinirnllfch5i3iqelyvnywvq
Neurocognitive Informatics Manifesto
[article]
2021
arXiv
pre-print
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Neurocognitive informatics is a new, emerging field that should help to improve the matching of artificial and natural systems, and inspire better computational algorithms to solve problems that are still ...
Informatics studies all aspects of the structure of natural and artificial information systems. ...
However, LSA cannot be used for analysis of novel words or novel meanings generated by morphological composition, which are quite common in some languages. ...
arXiv:2101.03609v1
fatcat:newlygw52vfytmfxtvtlzrohju
Thoughts About Disordered Thinking: Measuring and Quantifying the Laws of Order and Disorder
2017
Schizophrenia Bulletin
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Acknowledgements The Authors have declared that there are no conflicts of interest in relation to the subject of this study. Running head: Measuring and Quantifying Disordered Thinking ...
-produces syntactical rules as a by-product of a scale-free network architecture (i.e., 'syntax for free'). 41 Such regular patterns are highly relevant to understanding the dynamic principles underlying ...
with the prevailing idea that many symptoms considered differential for schizophrenia, were in fact neither a disorder of thought nor linguistic composition but instead were indicative of problems in ...
doi:10.1093/schbul/sbx040
pmid:28402507
pmcid:PMC5464160
fatcat:4nfce4ufdfe6pb7xenqwo675vi
Computerization of workflows, guidelines, and care pathways: a review of implementation challenges for process-oriented health information systems
2011
JAMIA Journal of the American Medical Informatics Association
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Acknowledgments We thank the two anonymous reviewers and Professor Francis Lau for their valuable comments on an earlier version of the manuscript. ...
Funding Phil Gooch acknowledges funding and support from the Engineering and Physical Sciences Research Council (EPSRC) in carrying out this review as part of his PhD studentship (EP/P504872/1). ...
dynamic, context-aware composition of workflows from individual web services. ...
doi:10.1136/amiajnl-2010-000033
pmid:21724740
pmcid:PMC3197986
fatcat:rzcxucrsfjberoyobwghi7gseq
Services and a Distributed Ecosystem for Supporting Mobile Medical Application Development
2016
Journal of Telecommunications System & Management
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Evaluation and digitizing data of additional resources: Medical History (EPHR, Disruption of usual activities, Sleep disturbance, Adherence to medical treatment plan, ...
Forming services for picking up outputs of portable devices used for diabetes and asthma patients (an implanted sensor for constant remote glucose levels measuring; acoustic detection technology for coughing ...
The mechanism of customer-driven medical applied software development will be provided by compositing and orchestrating dynamically discovered services from developed repository to form the individual ...
doi:10.4172/2167-0919.1000140
fatcat:3twqbtroondixap3qln6jlstsm
Semantic Inference on Clinical Documents: Combining Machine Learning Algorithms With an Inference Engine for Effective Clinical Diagnosis and Treatment
2017
IEEE Access
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INDEX TERMS Big data, case-based reasoning, clinical diagnosis, decision tree, data stream mining, disease detection, electronic health record, medical record, semantic integration. ...
The application of clinical decision support systems (CDSS) casts light on this problem. ...
According to [2] , different strategies of software design are used to solve the two aforementioned problems. ...
doi:10.1109/access.2017.2672975
fatcat:e7eu7xgx5vamxofjxlkwauqgu4
Semantic Web meets Integrative Biology: a survey
2012
Briefings in Bioinformatics
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IB typically involves the integration of the data, knowledge and capabilities across disciplinary boundaries in order to solve complex problems. ...
We argue that IB can benefit significantly from the integration solutions enabled by Semantic Web (SW) technologies.The SW enables scientists to share content beyond the boundaries of applications and ...
The work of the authors is funded by China National Science Foundation (NSFC61070156), and China national 863 program China Cloud Initiative. ...
doi:10.1093/bib/bbs014
pmid:22492191
fatcat:n5xm5kbc75ethlnfwfmgwdtnhq
An ontological framework for knowledge modeling and decision support in cyber-physical systems
2016
Advanced Engineering Informatics
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The framework provides interfaces for semantic extensions and computational support, including the ability to handle quantities for which dimensions and units are semantic parameters in the physical world ...
To assure correctness of functionality with respect to requirements, there is a strong need for system models to account for semantics of the domains involved. ...
The tableau algorithm decides satisfiability and subsumption of SROIQ-concepts with respect to ABoxes, RBoxes, and TBoxes. ...
doi:10.1016/j.aei.2015.12.003
fatcat:nwccl6hsufa6vlv6mpdf3quexe
Review on Semantic Web Service Composition
2013
Advances in Information Sciences and Service Sciences
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For example, a class of wines represents all wines. Specific wines are instances of this class. ...
For instance, the class of all wines can be further divided into red, white, and rosé wines. In this case, red, while and rose wines are all subclasses of the class of wine. ...
AI Planning for Web Service Composition For an automatic web service composition, the semantic-web community draws on AI planning, which for over three decades, has investigated the problem of how to synthesize ...
doi:10.4156/aiss.vol5.issue8.138
fatcat:lvpxcz5tz5h5nnwo5jijoa6gaq
Intuition, Insight, Imagination and Creativity
2007
IEEE Computational Intelligence Magazine
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Three factors are essential for creativity in invention of novel words: knowledge of word morphology captured in network connections, imagination constrained by this knowledge, and filtering of results ...
Can computers have intuition, insights and be creative? ...
Even for simple benchmark medical data, a single P-rule may offer more accurate explanation than sets of logical rules [15] . ...
doi:10.1109/mci.2007.385365
fatcat:tyq5ecag7nfcvaitlsty246wie
Twenty Years of Rewriting Logic
[chapter]
2010
Lecture Notes in Computer Science
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Rewriting logic is a simple computational logic that can naturally express both concurrent computation and logical deduction with great generality. ...
This paper provides a gentle, intuitive introduction to its main ideas, as well as a survey of the work that many researchers have carried out over the last twenty years in advancing: (i) its foundations ...
I thank the organizers of WRLA 2010 for giving me the opportunity and the stimulus to do some reflecting, surveying, and guessing about rewriting logic at this point, when twenty years have passed since ...
doi:10.1007/978-3-642-16310-4_2
fatcat:ho7s76r67nc63bndpoptbh5k4e
Twenty years of rewriting logic
2012
The Journal of Logic and Algebraic Programming
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Rewriting logic is a simple computational logic that can naturally express both concurrent computation and logical deduction with great generality. ...
This paper provides a gentle, intuitive introduction to its main ideas, as well as a survey of the work that many researchers have carried out over the last twenty years in advancing: (i) its foundations ...
I thank the organizers of WRLA 2010 for giving me the opportunity and the stimulus to do some reflecting, surveying, and guessing about rewriting logic at this point, when twenty years have passed since ...
doi:10.1016/j.jlap.2012.06.003
fatcat:5tx4a5uxlvapfpf5fajozkbboi
OUP accepted manuscript
2017
Briefings in Bioinformatics
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Rezaul Karim is a PhD researcher at Semantics in eHealth and Life Sciences with expertise in the development of computational resources for the analysis and visualization of ribosome profiling (RiboSeq ...
As a result, requirements for data sharing and access to public knowledge bases suggest that compliance of the DWFS with Semantic Web standards is necessary. ...
and João Bosco Jares for helping them in drawing the Figure 2 . ...
doi:10.1093/bib/bbx039
pmid:28419324
pmcid:PMC6169675
fatcat:xsdfepwqmnb7pgkmnep2ifn2wi
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