The Internet of Things (IoT) in healthcare: Taking stock and moving forward

Internet of Things, Journal Year: 2023, Volume and Issue: 22, P. 100721 - 100721

Published: Feb. 14, 2023

Recent improvements in the Internet of Things (IoT) have allowed healthcare to evolve rapidly. This article summarizes previous studies on IoT applications healthcare. A comprehensive review and a bibliometric analysis were performed objectively summarize growth research To begin, 2,990 journal articles carefully selected for further investigation. These publications analyzed based various metrics, including publication year, journals, authors, institutions, countries. Keyword co-occurrence co-citation networks generated unravel significant hotspots. The findings show that has received considerable interest from community. Based results keyword network, applications, blockchain Artificial Intelligence (AI) techniques, 5G telecommunications, as well data analytics computing technologies emerged important topics. network reveals other themes, authentication schemes, fog computing, cloud-IoT integration, cognitive smart Overall, offers scholars an improved understanding current status identifies knowledge gaps future research. also informs professionals about latest developments sector.

Language: Английский

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Federated learning-based AI approaches in smart healthcare: concepts, taxonomies, challenges and open issues

Cluster Computing, Journal Year: 2022, Volume and Issue: 26(4), P. 2271 - 2311

Published: Aug. 17, 2022

Language: Английский

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Machine learning and deep learning approach for medical image analysis: diagnosis to detection

Multimedia Tools and Applications, Journal Year: 2022, Volume and Issue: 82(17), P. 26731 - 26769

Published: Dec. 24, 2022

Language: Английский

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Big Data Analytics in Weather Forecasting: A Systematic Review

Archives of Computational Methods in Engineering, Journal Year: 2021, Volume and Issue: 29(2), P. 1247 - 1275

Published: June 28, 2021

Language: Английский

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The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things

Computer Methods and Programs in Biomedicine, Journal Year: 2023, Volume and Issue: 241, P. 107745 - 107745

Published: Aug. 9, 2023

Language: Английский

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Carotenoid Production from Microalgae: Biosynthesis, Salinity Responses and Novel Biotechnologies

Marine Drugs, Journal Year: 2021, Volume and Issue: 19(12), P. 713 - 713

Published: Dec. 20, 2021

Microalgae are excellent biological factories for high-value products and contain biofunctional carotenoids. Carotenoids a group of natural pigments with high value in social production human health. They have been widely used food additives, pharmaceutics cosmetics. Astaxanthin, β-carotene lutein currently the three carotenoids largest market share. Meanwhile, other less studied pigments, such as fucoxanthin zeaxanthin, also exist microalgae great potentials. Since carotenoid accumulation is related to environments cultivation seawater difficult biotechnological problem, contributions salt stress on need be revealed large-scale production. This review comprehensively summarizes biosynthesis salinity responses microalgae. Applications induce accumulation, potentials Internet Things future aspects discussed. As global share still ascending, large-scale, economical intelligent biotechnologies play vital roles microalgal economy.

Language: Английский

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Load Balancing Algorithms in Fog Computing

IEEE Transactions on Services Computing, Journal Year: 2022, Volume and Issue: 16(2), P. 1505 - 1521

Published: May 11, 2022

Recently, fog computing has been introduced as a modern distributed paradigm and complement to cloud provide services. The system extends storing the edge of network, which can remarkably solve problem service in delay-sensitive applications besides enabling location awareness mobility support. Load balancing is an important aspect networks that avoids situation with some under-loaded or overloaded nodes. Quality parameters such resource utilization, throughput, cost, response time, performance, energy consumption be improved by load balancing. In recent years, research algorithms carried out, but there no systematic study consolidate these works. This article investigates load-balancing systematically four classifications, including approximate, exact, fundamental, hybrid algorithms. Also, this metrics all advantages disadvantages related chosen networks. evaluation techniques tools applied for each reviewed are explored well. Additionally, essential open challenges future trends discussed.

Language: Английский

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Self‐Powered Wearable Piezoelectric Monitoring of Human Motion and Physiological Signals for the Postpandemic Era: A Review

Advanced Materials Technologies, Journal Year: 2022, Volume and Issue: 7(12)

Published: July 19, 2022

Abstract As society advances, the shift from passive medical care to health management and preventive has become an important issue, with realization of wearable monitors becoming desirable. In light COVID‐19 pandemic, number patients who are in urgent need monitoring biological information is increasing. This review focuses on piezoelectric materials composites that convert kinetic energy into electrical realize self‐powered sensors, outlining recent research activity sensors for use healthcare monitoring. First, a general description principles given. Next, development status aimed at application detecting tiny motions human body introduced, then trends detection larger movements highlighted. Finally, after presenting performance current future guidelines developing multifunctional systems post era, achievements summarized. Overall, this will provide guidance researchers seeking design develop highly sensitive monitor motion physiological signals.

Language: Английский

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Towards Blockchain-Based Secure Storage and Trusted Data Sharing Scheme for IoT Environment

IEEE Access, Journal Year: 2022, Volume and Issue: 10, P. 36978 - 36994

Published: Jan. 1, 2022

Nowadays, cloud-based storage systems play a vital role in IoT data storage, processing, and sharing. Despite its contribution, the current architecture may cause severe leakage or jeopardize user privacy. Meanwhile, heavily relies on trusted third-party auditor (TPA) runs centralized control manner. However, TPA not be completely trustworthy entity, single point of failure might system to collapse. Fortunately, with advent blockchain technology, decentralized model has gained popularity. A successfully eradicates rule TPA, solves problem failure, many advantages over architecture, such as low prices high throughput. This study offers blockchain-based distributed sharing scheme that provides end-to-end encryption fine-grained access control. In our proposed IoTChain model, permission is based attribute-based (A-BAC) policy by employing Ethereum an auditable layer. Smart contracts are tailored for which combines interplanetary file (IPFS). We used advanced standard (AES) elliptic curve Diffie-Hellman key exchange protocol secret between owners users. Also, proof-of-work (PoW) consensus mechanism replaced proof-of-authority (PoA) minimize transaction cost boost Additionally, solution been tested official test network Rinkeby, results demonstrate approach realistic economical data.

Language: Английский

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Internet of Things: Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain

IEEE Internet of Things Journal, Journal Year: 2022, Volume and Issue: 10(4), P. 3611 - 3641

Published: Dec. 13, 2022

Nowadays, the Internet has spread to practically every country around world and is having unprecedented effects on people's lives. The of Things (IoT) getting more popular a high level interest in both practitioners academicians age wireless communication due its diverse applications. IoT technology that enables everyday things become savvier, computation towards becoming intellectual, little insightful. In this paper, most common device capabilities, architectures, protocols are demonstrated brief provide clear overview researchers area. capabilities including hardware (Raspberry Pi, Arduino, ESP8266) software (operating systems, built-in tools) platforms described detail. widely used architectures have been recently evolved three-layer architecture, SOA-based middleware-based architecture. for which include CoAP, MQTT, XMPP, AMQP, DDS, LoWPAN, BLE, Zigbee frequently utilized develop smart Additionally, research provides an in-depth potential healthcare applications based technologies context addressing various concerns. Finally, paper summarizes state-of-the-art knowledge, highlights open issues shortcomings, recommendations further studies would be quite beneficial anyone with desire work field make breakthroughs get expertise

Language: Английский

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