Literature DB >> 33748312

A Survey of Healthcare Internet-of-Things (HIoT): A Clinical Perspective.

Hadi Habibzadeh1, Karthik Dinesh2, Omid Rajabi Shishvan1, Andrew Boggio-Dandry1, Gaurav Sharma2, Tolga Soyata1.   

Abstract

In combination with current sociological trends, the maturing development of IoT devices is projected to revolutionize healthcare. A network of body-worn sensors, each with a unique ID, can collect health data that is orders-of-magnitude richer than what is available today from sporadic observations in clinical/hospital environments. When databased, analyzed, and compared against information from other individuals using data analytics, HIoT data enables the personalization and modernization of care with radical improvements in outcomes and reductions in cost. In this paper, we survey existing and emerging technologies that can enable this vision for the future of healthcare, particularly in the clinical practice of healthcare. Three main technology areas underlie the development of this field: (a) sensing, where there is an increased drive for miniaturization and power efficiency; (b) communications, where the enabling factors are ubiquitous connectivity, standardized protocols, and the wide availability of cloud infrastructure, and (c) data analytics and inference, where the availability of large amounts of data and computational resources is revolutionizing algorithms for individualizing inference and actions in health management. Throughout the paper, we use a case study to concretely illustrate the impact of these trends. We conclude our paper with a discussion of the emerging directions, open issues, and challenges.

Entities:  

Keywords:  clinical IoT; digital health; health management; health monitoring; healthcare analytics; medical decision support

Year:  2019        PMID: 33748312      PMCID: PMC7970885          DOI: 10.1109/jiot.2019.2946359

Source DB:  PubMed          Journal:  IEEE Internet Things J        ISSN: 2327-4662            Impact factor:   9.471


  66 in total

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2.  Smart Home-based IoT for Real-time and Secure Remote Health Monitoring of Triage and Priority System using Body Sensors: Multi-driven Systematic Review.

Authors:  Mohammed Talal; A A Zaidan; B B Zaidan; A S Albahri; A H Alamoodi; O S Albahri; M A Alsalem; C K Lim; K L Tan; W L Shir; K I Mohammed
Journal:  J Med Syst       Date:  2019-01-15       Impact factor: 4.460

3.  Potential US Population Impact of the 2017 ACC/AHA High Blood Pressure Guideline.

Authors:  Paul Muntner; Robert M Carey; Samuel Gidding; Daniel W Jones; Sandra J Taler; Jackson T Wright; Paul K Whelton
Journal:  Circulation       Date:  2017-11-13       Impact factor: 29.690

4.  An Implantable RFID Sensor Tag toward Continuous Glucose Monitoring.

Authors:  Zhibin Xiao; Xi Tan; Xianliang Chen; Sizheng Chen; Zijian Zhang; Hualei Zhang; Junyu Wang; Yue Huang; Peng Zhang; Lirong Zheng; Hao Min
Journal:  IEEE J Biomed Health Inform       Date:  2015-03-23       Impact factor: 5.772

5.  Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring.

Authors:  Mohammad Kachuee; Mohammad Mahdi Kiani; Hoda Mohammadzade; Mahdi Shabany
Journal:  IEEE Trans Biomed Eng       Date:  2016-06-14       Impact factor: 4.538

6.  The health of aging populations in China and India.

Authors:  Somnath Chatterji; Paul Kowal; Colin Mathers; Nirmala Naidoo; Emese Verdes; James P Smith; Richard Suzman
Journal:  Health Aff (Millwood)       Date:  2008 Jul-Aug       Impact factor: 6.301

7.  A Phonocardiographic-Based Fiber-Optic Sensor and Adaptive Filtering System for Noninvasive Continuous Fetal Heart Rate Monitoring.

Authors:  Radek Martinek; Jan Nedoma; Marcel Fajkus; Radana Kahankova; Jaromir Konecny; Petr Janku; Stanislav Kepak; Petr Bilik; Homer Nazeran
Journal:  Sensors (Basel)       Date:  2017-04-18       Impact factor: 3.576

8.  Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Authors:  Stephen F Weng; Jenna Reps; Joe Kai; Jonathan M Garibaldi; Nadeem Qureshi
Journal:  PLoS One       Date:  2017-04-04       Impact factor: 3.240

9.  Wirelessly Controlled Implantable System for On-demand and Pulsatile Insulin Administration.

Authors:  Seung Ho Lee; Joong Woo Ahn; Yong Chan Cho; Se-Na Kim; Cheol Lee; Gi Won Ku; Young Bin Choy; Hee Chan Kim
Journal:  Sci Rep       Date:  2019-03-21       Impact factor: 4.379

10.  Empowerment of Patients with Hypertension through BPM, IoT and Remote Sensing.

Authors:  Daniel Ruiz-Fernández; Diego Marcos-Jorquera; Virgilio Gilart-Iglesias; Víctor Vives-Boix; Javier Ramírez-Navarro
Journal:  Sensors (Basel)       Date:  2017-10-04       Impact factor: 3.576

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  14 in total

1.  Efficient Security and Authentication for Edge-Based Internet of Medical Things.

Authors:  Shabir A Parah; Javaid A Kaw; Paolo Bellavista; Nazir A Loan; G M Bhat; Khan Muhammad; Victor Hugo C de Albuquerque
Journal:  IEEE Internet Things J       Date:  2020-11-13       Impact factor: 9.471

2.  The quality of digital health software: Should we be concerned?

Authors:  Peter Kokol; Helena Blažun Vošner; Marko Kokol; Jernej Završnik
Journal:  Digit Health       Date:  2022-06-16

3.  Biomedical IoT: Enabling Technologies, Architectural Elements, Challenges, and Future Directions.

Authors:  Mohammed Aledhari; Rehma Razzak; Basheer Qolomany; Ala Al-Fuqaha; Fahad Saeed
Journal:  IEEE Access       Date:  2022-03-14       Impact factor: 3.476

Review 4.  Breaking Barriers in Emerging Biomedical Applications.

Authors:  Konstantinos Katzis; Lazar Berbakov; Gordana Gardašević; Olivera Šveljo
Journal:  Entropy (Basel)       Date:  2022-01-31       Impact factor: 2.524

Review 5.  Internet of Things Technologies and Machine Learning Methods for Parkinson's Disease Diagnosis, Monitoring and Management: A Systematic Review.

Authors:  Konstantina-Maria Giannakopoulou; Ioanna Roussaki; Konstantinos Demestichas
Journal:  Sensors (Basel)       Date:  2022-02-24       Impact factor: 3.576

6.  Internet False News Information Feature Extraction and Screening Based on 5G Internet of Things Combined with Passive RFID.

Authors:  Dahai Hu; Qiong Xia
Journal:  Comput Intell Neurosci       Date:  2021-12-30

7.  Is blockchain for Internet of Medical Things a panacea for COVID-19 pandemic?

Authors:  Xuran Li; Bishenghui Tao; Hong-Ning Dai; Muhammad Imran; Dehuan Wan; Dengwang Li
Journal:  Pervasive Mob Comput       Date:  2021-06-08       Impact factor: 3.453

8.  Defending against Internal Attacks in Healthcare-Based WSNs.

Authors:  Zhe Wei; Shuyan Yu; Wancheng Ma
Journal:  J Healthc Eng       Date:  2021-12-15       Impact factor: 2.682

9.  Medical Internet of Things to Realize Elderly Stroke Prevention and Nursing Management.

Authors:  Xin Li; Sufen Ren; Fangqiu Gu
Journal:  J Healthc Eng       Date:  2021-07-06       Impact factor: 2.682

Review 10.  The Internet of Things in Geriatric Healthcare.

Authors:  Deblu Sahu; Bikash Pradhan; Anwesha Khasnobish; Sarika Verma; Doman Kim; Kunal Pal
Journal:  J Healthc Eng       Date:  2021-07-17       Impact factor: 2.682

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