A Semantic Interoperability Approach to Heterogeneous Internet of Medical Things (IoMT) Platforms

Villanueva-Miranda, Ismael; Nazeran, Homer; Martínek, Radek

doi:10.1109/healthcom.2018.8531103

Cited by 15 publications

(10 citation statements)

References 18 publications

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“…In terms of use of ontologies, Datta et al, 23 Villanueva-Miranda et al, 28 Abinaya et al, 29 and Gomez et al 30 showed an enrichment of the application domain for IoMT. According to the authors, ontologies enable both the application of computational reasoning techniques, which yield predictive results used as support to decision making, and the standardized representation of data in formats understandable by humans and computer programs.…”

Section: Discussion On Related Workmentioning

confidence: 99%

Interoperable Internet of Medical Things platform for e-Health applications

Rubí

Gondim

2020

International Journal of Distributed Sensor Networks

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The development of information and telecommunication technologies has given rise to new platforms for e-Health. However, some difficulties have been detected since each manufacturer implements its communication protocols and defines their data formats. A semantic incongruence is observed between platforms since no common healthcare domain vocabulary is shared between manufacturers and stakeholders. Despite the existence of standards for semantic and platform interoperability (e.g. openEHR for healthcare, Semantic Sensor Network for Internet of Medical Things platforms, and machine-to-machine standards), no approach has combined them for granting interoperability or considered the whole integration of legacy Electronic Health Record Systems currently used worldwide. Moreover, the heterogeneity in the large volume of health data generated by Internet of Medical Things platforms must be attenuated for the proper application of big data processing techniques. This article proposes the joint use of openEHR and Semantic Sensor Network semantics for the achievement of interoperability at the semantic level and use of a machine-tomachine architecture for the definition of an interoperable Internet of Medical Things platform.

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Section: Discussion On Related Workmentioning

confidence: 99%

Interoperable Internet of Medical Things platform for e-Health applications

Rubí

Gondim

2020

International Journal of Distributed Sensor Networks

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“…In the current situation, the challenges for interoperability include capabilities of IoT components for processing as well as interpreting exchanged data. So ontologies are essential for one to one alignment and central alignment because conceptualization and implementation may be entirely different due to human nature [12].…”

Section: Background and Rationalementioning

confidence: 99%

Semantic Interoperability for Development of Future Health Care: A Systematic Review of Different Technologies

Patange

Sonara

Bhatt

2021

Lecture Notes in Networks and Systems

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World is getting smaller and smaller in a digital era but accurate and precise health care depends upon high-quality information. Attributes of patients, manufacturers, medicines, treatment systems, laboratory standards, hospitals, etc., are not identified in a real sense in many cases of development of healthcare data But due to unavailability of authentic information, it cannot be integrated for use of interoperability. Furthermore, an exchanged data must be understood by a user which does not exist in the present time. This paper aims to identify the role of core elements in health care. This paper provides a platform for identifying the role of each element by conducting a survey and analyzing it for semantic interoperability which is a prerequisite of Web Semantic. Survey reveals that interoperability in health care obtained only when the role of each element is identified in a holistic approach.

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“…The merging process is valid if similarities exist. 39,40 The alignment of ontologies is based on the links present between two or more concepts in the ontologies. After alignment, different applications are able to exchange information meaningfully at the same or different instantiation level.…”

Section: Ontologymentioning

confidence: 99%

“…The idea of semantic annotation can be expressed as a function that links terms of the ontology vocabulary with a conceptualization.The merging technique of two different ontologies depends on the identification of similar concepts that exist in the ontologies. The merging process is valid if similarities exist 39,40 . The alignment of ontologies is based on the links present between two or more concepts in the ontologies.…”

Section: Semantic Interoperability In Iot and Its Possible Research Imentioning

confidence: 99%

A comprehensive survey on semantic interoperability for Internet of Things: State‐of‐the‐art and research challenges

Rahman

Hussain

2020

Trans Emerging Tel Tech

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Internet of Things (IoT) is highly heterogeneous in terms of devices, communication technologies, protocols, data formats, and semantics. Data generated from various sources are represented using different semantics. It makes semantic interoperability as one of the significant issues in provisioning seamless communication and services over diverse IoT platforms. Semantic models help in exchanging semantically annotated information among such heterogeneous applications in a meaningful way. Seamless communication among different types of applications is commonly accomplished by using middleware, ontology, and semantic web technologies. In this paper, we present a comprehensive survey of different semantic interoperability solutions in the context of IoT. The pivotal semantic models available in the literature are compared with the help of a classification framework. This study identifies various open research issues and challenges for facilitating interoperable IoT communications. For the purpose of implementation and performance evaluation of various semantic models, we also suggest some important tools and frameworks. After pointing out different prospects and problems of the existing semantic interoperability schemes, the factors for improvement are identified indicating future research directions.

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A Semantic Interoperability Approach to Heterogeneous Internet of Medical Things (IoMT) Platforms

Cited by 15 publications

References 18 publications

Interoperable Internet of Medical Things platform for e-Health applications

Interoperable Internet of Medical Things platform for e-Health applications

Semantic Interoperability for Development of Future Health Care: A Systematic Review of Different Technologies

A comprehensive survey on semantic interoperability for Internet of Things: State‐of‐the‐art and research challenges

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