An Overview of Medical Internet of Things, Artificial Intelligence, and Cloud Computing Employed in Health Care from a Modern Panorama

Monteiro, Ana Carolina Borges; França, Reinaldo Padilha; Arthur, Rangel; Iano, Yuzo

doi:10.1007/978-3-030-75220-0_1

Cited by 7 publications

(3 citation statements)

References 40 publications

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“…IoMT is a new paradigm in IoT where different things are mobile. 77 Mobility in IoT is a revolutionary change that has greatly enhanced certain issues in the recent decade. The mobility support is necessary for interoperability in IoT applications, 61 but the standard RPL does not perform well in dynamically changing environments and IoMT.…”

Section: Conclusion and Limitationsmentioning

confidence: 99%

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The applications of the routing protocol for low‐power and lossy networks (RPL) on the internet of mobile things

Ghanbari

Navimipour

Hosseinzadeh

et al. 2022

Int J Communication

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Summary Internet of Mobile Things (IoMT) have become very popular recently. The routing protocol for low power and lossy networks (RPL) is standardized for static topologies. However, mobility is the nature of IoT. Mobility serves as a promising candidate to harness hand‐off time issues, delay in data transmission, overhead, and low packet delivery rate (PDR) effectively. This study presents a comprehensive account of the mobility‐aware RPL‐based routing protocols to validate and compare the experimental results. Remarkably, classification methods are used in many articles. The aim is to introduce significant research efforts to improve RPL objective functions (OF) performance in hand‐off time, PDR, delay, overhead, and so forth. In this regard, a complete analysis of the existing routing protocols in IoMT has been presented to compare the results. The main focus of this study is on approaches that proposed new OFs for supporting mobility in RPL. Two main categories are considered to study RPL‐based routing protocol mechanisms: The mobile and static sink. The related studies on the mobile sink are divided into three groups: Single metric‐based OF, composite metric OF, and hybrid routing protocols. Also, the related works based on the static sink are categorized into four groups: Fuzzy logic‐based OF, trickle timer‐based OF, composite metrics‐based OF, and modification control messages‐based OF approach. This paper presents a detailed comparison of mechanisms in each category. It also highlights the pros, cons, open issues, and evaluated metrics of each paper. Besides, challenges of mobility in the RPL‐based routing protocol mechanism in IoMT for future studies.

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Section: Conclusion and Limitationsmentioning

confidence: 99%

“…IoMT is a new paradigm in IoT where different things are mobile 77 . Mobility in IoT is a revolutionary change that has greatly enhanced certain issues in the recent decade.…”

Section: Conclusion and Limitationsmentioning

confidence: 99%

The applications of the routing protocol for low‐power and lossy networks (RPL) on the internet of mobile things

Ghanbari

Navimipour

Hosseinzadeh

et al. 2022

Int J Communication

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show abstract

“…5-COVID-19 6-Various healthcare applications. Table III presents the reference of the studies that discussed the above categorizations: [1,3,12,13,18,20,21,24,25,26,27,28,29,32,34,35,36,37,39,45,46,48,51,52,53,55,57,59,61,62,63,64,65,68,69,70,72,73,75] IV.…”

Section: Filter (2)mentioning

confidence: 99%

AIoT in Healthcare: A Systematic Mapping Study

Ibrahim

Mazher

Uçan

2022

2022 International Conference on Artificial Intelligence of Things (ICAIoT)

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The Internet of Things (IoT) infrastructure and artificial intelligence (AI) technologies are combined to create artificial intelligence of things (AIoT). AIoT in healthcare is a key factor in enabling physicians' offices and hospitals as well as giving patients access to superior scientific facilities. To this end, we conduct a Systematic Mapping Study (SMS) to provide critical information about various applications of AIoT in healthcare. The primary goals of this research are to provide an overview of AIoT research in healthcare and to categorize AIoT research based on annual number of publications, publication venues, and journal distribution. We present some AIoT techniques used in healthcare fields in nine well-known online libraries (IEEE, Springer, Elsevier, MDPI, Taylor and Francis, Hindawi, Wiley online lib., ACM and Google). Initially, we used a number of research questions related to the issue, and when we applied them, 71 studies were produced.

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AI, IoMT and Blockchain in Healthcare

Sarker¹,

Sharif²,

Rahman³

et al. 2023

JTCSST

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The healthcare industry is adopting new technologies such as AI, IoMT, and blockchain to enhance patient outcomes, reduce costs, and improve operational efficiencies. These technologies can revolutionize healthcare by facilitating personalized patient-focused care, improving clinical outcomes, and reducing expenses. However, the implementation of these technologies requires collaboration between healthcare providers, technology companies, and regulatory bodies to ensure patient privacy and data security. This study explores the role of AI, IoMT, and blockchain in public healthcare and their current applications, obstacles, and future research areas. It emphasizes the advantages that these technologies bring to the IoT and the difficulties involved in their implementation.

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An Overview of Medical Internet of Things, Artificial Intelligence, and Cloud Computing Employed in Health Care from a Modern Panorama

Cited by 7 publications

References 40 publications

The applications of the routing protocol for low‐power and lossy networks (RPL) on the internet of mobile things

The applications of the routing protocol for low‐power and lossy networks (RPL) on the internet of mobile things

AIoT in Healthcare: A Systematic Mapping Study

AI, IoMT and Blockchain in Healthcare

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