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Arefin MS, Rahman MM, Hasan MT, Mahmud M. A Topical Review on Enabling Technologies for the Internet of Medical Things: Sensors, Devices, Platforms, and Applications. MICROMACHINES 2024; 15:479. [PMID: 38675290 PMCID: PMC11051832 DOI: 10.3390/mi15040479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Revised: 03/17/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024]
Abstract
The Internet of Things (IoT) is still a relatively new field of research, and its potential to be used in the healthcare and medical sectors is enormous. In the last five years, IoT has been a go-to option for various applications such as using sensors for different features, machine-to-machine communication, etc., but precisely in the medical sector, it is still lagging far behind compared to other sectors. Hence, this study emphasises IoT applications in medical fields, Medical IoT sensors and devices, IoT platforms for data visualisation, and artificial intelligence in medical applications. A systematic review considering PRISMA guidelines on research articles as well as the websites on IoMT sensors and devices has been carried out. After the year 2001, an integrated outcome of 986 articles was initially selected, and by applying the inclusion-exclusion criterion, a total of 597 articles were identified. 23 new studies have been finally found, including records from websites and citations. This review then analyses different sensor monitoring circuits in detail, considering an Intensive Care Unit (ICU) scenario, device applications, and the data management system, including IoT platforms for the patients. Lastly, detailed discussion and challenges have been outlined, and possible prospects have been presented.
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Affiliation(s)
- Md. Shamsul Arefin
- Department of Electrical and Electronic Engineering (EEE), Bangladesh University of Business & Technology, Dhaka 1216, Bangladesh;
| | | | - Md. Tanvir Hasan
- Department of Electrical and Electronic Engineering (EEE), Jashore University of Science & Technology, Jashore 7408, Bangladesh;
- Department of Electrical Engineering, University of South Carolina, Columbia, SC 29208, USA
| | - Mufti Mahmud
- Department of Computer Science, Nottingham Trent University, Nottingham NG11 8NS, UK
- Computing and Informatics Research Centre, Nottingham Trent University, Nottingham NG11 8NS, UK
- Medical Technologies Innovation Facility, Nottingham Trent University, Nottingham NG11 8NS, UK
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Cruz A, Dias EM, Scoton MLD, Branco BHM. Health 4.0 in the medical sector: a narrative review. REVISTA DA ASSOCIACAO MEDICA BRASILEIRA (1992) 2024; 70:e20231149. [PMID: 38511760 PMCID: PMC10941873 DOI: 10.1590/1806-9282.20231149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Accepted: 09/24/2023] [Indexed: 03/22/2024]
Affiliation(s)
- Antônio Cruz
- Universidade de Sao Paulo, Institute of Radiology, Clinical Hospital, Faculty of Medicine – São Paulo (SP), Brazil
| | - Eduardo Mário Dias
- Universidade de Sao Paulo, Polytechnic School, Department of Electrical Energy Engineering and Automation – São Paulo (SP), Brazil
| | - Maria Lídia Dias Scoton
- Universidade de Sao Paulo, Electrical Automation in Industrial Systems Group – São Paulo (SP), Brazil
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Althobiani MA, Khan B, Shah AJ, Ranjan Y, Mendes RG, Folarin A, Mandal S, Porter JC, Hurst JR. Clinicians' Perspectives of Wearable Technology to Detect and Monitor Exacerbations of Chronic Obstructive Pulmonary Disease: Mixed-Method Survey. Int J Chron Obstruct Pulmon Dis 2023; 18:1401-1412. [PMID: 37456915 PMCID: PMC10349580 DOI: 10.2147/copd.s405386] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 06/25/2023] [Indexed: 07/18/2023] Open
Abstract
Objective To investigate clinicians' perspectives on the current use of wearable technology for detecting COPD exacerbations, and to identify potential facilitators and barriers to its adoption in clinical settings. Methods A mixed-method survey was conducted through an online survey platform involving clinicians working with COPD patients. The questionnaires were developed by an expert panel specialising in respiratory medicine at UCL. The questionnaire evaluated clinicians' perspectives on several aspects: the current extent of wearable technology utilisation, the perceived feasibility, and utility of these devices, as well as the potential facilitators and barriers that hinder its wider implementation. Results Data from 118 clinicians were included in the analysis. Approximately 80% of clinicians did not currently use information from wearable devices in routine clinical care. A majority of clinicians did not have confidence in the effectiveness of wearables and their consequent impact on health outcomes. However, clinicians highlighted the potential value of wearables in helping deliver personalised care and more rapid assistance. Ease of use, technical support and accessibility of data were considered facilitating factors for wearable utilisation. Costs and lack of technical knowledge were the most frequently reported barriers to wearable utilisation. Conclusion Clinicians' perspectives of the use of wearable technology to detect and monitor COPD exacerbations are variable. While accessibility and technical support facilitate wearable implementation, cost, technical issues, and knowledge act as barriers. Our findings highlight the facilitators and barriers to using wearables in patients with COPD and emphasise the need to assess patients' perspectives on wearable acceptability.
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Affiliation(s)
- Malik A Althobiani
- UCL Respiratory, University College London, London, UK
- Department of Respiratory Therapy, Faculty of Medical Rehabilitation Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Bilal Khan
- UCL Respiratory, University College London, London, UK
| | - Amar J Shah
- UCL Respiratory, University College London, London, UK
- Department of Respiratory Medicine, Royal Free London NHS Foundation Trust, London, UK
| | - Yatharth Ranjan
- Department of Health Informatics and Biostatistics, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, UK
| | - Renata G Mendes
- UCL Respiratory, University College London, London, UK
- Department of Physical Therapy, Cardiopulmonary Physiotherapy Laboratory, Federal University of São Carlos, São Paulo, Brazil
| | - Amos Folarin
- Department of Health Informatics and Biostatistics, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, UK
| | - Swapna Mandal
- UCL Respiratory, University College London, London, UK
- Department of Respiratory Medicine, Royal Free London NHS Foundation Trust, London, UK
| | - Joanna C Porter
- UCL Respiratory, University College London, London, UK
- Department of Respiratory Medicine, University College London Hospital (UCLH), London, UK
| | - John R Hurst
- UCL Respiratory, University College London, London, UK
- Department of Respiratory Medicine, Royal Free London NHS Foundation Trust, London, UK
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Dos-Reis-Delgado AA, Carmona-Dominguez A, Sosa-Avalos G, Jimenez-Saaib IH, Villegas-Cantu KE, Gallo-Villanueva RC, Perez-Gonzalez VH. Recent advances and challenges in temperature monitoring and control in microfluidic devices. Electrophoresis 2023; 44:268-297. [PMID: 36205631 PMCID: PMC10092670 DOI: 10.1002/elps.202200162] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 09/22/2022] [Accepted: 10/03/2022] [Indexed: 11/07/2022]
Abstract
Temperature is a critical-yet sometimes overlooked-parameter in microfluidics. Microfluidic devices can experience heating inside their channels during operation due to underlying physicochemical phenomena occurring therein. Such heating, whether required or not, must be monitored to ensure adequate device operation. Therefore, different techniques have been developed to measure and control temperature in microfluidic devices. In this contribution, the operating principles and applications of these techniques are reviewed. Temperature-monitoring instruments revised herein include thermocouples, thermistors, and custom-built temperature sensors. Of these, thermocouples exhibit the widest operating range; thermistors feature the highest accuracy; and custom-built temperature sensors demonstrate the best transduction. On the other hand, temperature control methods can be classified as external- or integrated-methods. Within the external methods, microheaters are shown to be the most adequate when working with biological samples, whereas Peltier elements are most useful in applications that require the development of temperature gradients. In contrast, integrated methods are based on chemical and physical properties, structural arrangements, which are characterized by their low fabrication cost and a wide range of applications. The potential integration of these platforms with the Internet of Things technology is discussed as a potential new trend in the field.
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Affiliation(s)
| | | | - Gerardo Sosa-Avalos
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo, León, Mexico
| | - Ivan H Jimenez-Saaib
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo, León, Mexico
| | - Karen E Villegas-Cantu
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo, León, Mexico
| | | | - Víctor H Perez-Gonzalez
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo, León, Mexico
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Kingsborough RP, Wrobel AT, Kunz RR. Colourimetry for the sensitive detection of vapour-phase chemicals: State of the art and future trends. Trends Analyt Chem 2021. [DOI: 10.1016/j.trac.2021.116397] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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IoT-Based Applications in Healthcare Devices. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:6632599. [PMID: 33791084 PMCID: PMC7997744 DOI: 10.1155/2021/6632599] [Citation(s) in RCA: 60] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 02/13/2021] [Accepted: 03/10/2021] [Indexed: 12/16/2022]
Abstract
The last decade has witnessed extensive research in the field of healthcare services and their technological upgradation. To be more specific, the Internet of Things (IoT) has shown potential application in connecting various medical devices, sensors, and healthcare professionals to provide quality medical services in a remote location. This has improved patient safety, reduced healthcare costs, enhanced the accessibility of healthcare services, and increased operational efficiency in the healthcare industry. The current study gives an up-to-date summary of the potential healthcare applications of IoT- (HIoT-) based technologies. Herein, the advancement of the application of the HIoT has been reported from the perspective of enabling technologies, healthcare services, and applications in solving various healthcare issues. Moreover, potential challenges and issues in the HIoT system are also discussed. In sum, the current study provides a comprehensive source of information regarding the different fields of application of HIoT intending to help future researchers, who have the interest to work and make advancements in the field to gain insight into the topic.
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Li B, Downen RS, Dong Q, Tran N, LeSaux M, Meltzer AC, Li Z. A Discreet Wearable IoT Sensor for Continuous Transdermal Alcohol Monitoring - Challenges and Opportunities. IEEE SENSORS JOURNAL 2021; 21:5322-5330. [PMID: 33746626 PMCID: PMC7978232 DOI: 10.1109/jsen.2020.3030254] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Non-invasive continuous alcohol (ethanol) monitoring has potential applications in both population research and in clinical management of acute alcohol intoxication or chronic alcoholism. Current wearable monitors based on transdermal alcohol content (TAC) sensing have limited accessibility and blood alcohol content (BAC) quantification accuracy. Here we describe the development of a self-contained discreet wearable transdermal alcohol (TAC) sensor in the form of a wristband or armband. This sensor can detect vapor-phase alcohol in perspiration from 0.09 ppm (equivalent to 0.09 mg/dL sweat alcohol concentration at 25 °C under Henry's Law equilibrium) to over 500 ppm at one-minute time resolution. Additionally, a digital sensor was employed to monitor the temperature and humidity levels inside the sensing chamber. Two male human subjects were recruited to conduct studies with alcohol consumption using calibrated prototype TAC sensors to validate the performance. Our preliminary data demonstrated that, under well-controlled conditions, this sensor can acquire TAC curves at low doses (1-2 standard drinks). Moreover, TAC data for different doses can be easily distinguished. However, substantial interpersonal and intrapersonal variabilities in measurement data were also observed in experiments with less controlled conditions. Our observations suggest that perspiration rate might be an important contributing factor to these variabilities. Further studies with sufficient sample sizes are required to validate and characterize the impact of different perspiration rates on TAC sensors, which may inform more reproducible and accurate sensor designs in the future.
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Affiliation(s)
- Baichen Li
- Department of Biomedical Engineering, George Washington University, Washington, DC, 20052 USA
| | - R Scott Downen
- Department of Biomedical Engineering, George Washington University, Washington, DC, 20052 USA
| | - Quan Dong
- Department of Biomedical Engineering, George Washington University, Washington, DC, 20052 USA
| | - Nam Tran
- Department of Biomedical Engineering, George Washington University, Washington, DC, 20052 USA
| | - Maxine LeSaux
- Department of Emergency Medicine, George Washington University, Washington, DC, 20052 USA
| | - Andrew C Meltzer
- Department of Emergency Medicine, George Washington University, Washington, DC, 20052 USA
| | - Zhenyu Li
- Department of Biomedical Engineering, George Washington University, Washington, DC, 20052 USA
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Lu L, Zhang J, Xie Y, Gao F, Xu S, Wu X, Ye Z. Wearable Health Devices in Health Care: Narrative Systematic Review. JMIR Mhealth Uhealth 2020; 8:e18907. [PMID: 33164904 PMCID: PMC7683248 DOI: 10.2196/18907] [Citation(s) in RCA: 163] [Impact Index Per Article: 40.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 09/22/2020] [Accepted: 09/24/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND With the rise of mobile medicine, the development of new technologies such as smart sensing, and the popularization of personalized health concepts, the field of smart wearable devices has developed rapidly in recent years. Among them, medical wearable devices have become one of the most promising fields. These intelligent devices not only assist people in pursuing a healthier lifestyle but also provide a constant stream of health care data for disease diagnosis and treatment by actively recording physiological parameters and tracking metabolic status. Therefore, wearable medical devices have the potential to become a mainstay of the future mobile medical market. OBJECTIVE Although previous reviews have discussed consumer trends in wearable electronics and the application of wearable technology in recreational and sporting activities, data on broad clinical usefulness are lacking. We aimed to review the current application of wearable devices in health care while highlighting shortcomings for further research. In addition to daily health and safety monitoring, the focus of our work was mainly on the use of wearable devices in clinical practice. METHODS We conducted a narrative review of the use of wearable devices in health care settings by searching papers in PubMed, EMBASE, Scopus, and the Cochrane Library published since October 2015. Potentially relevant papers were then compared to determine their relevance and reviewed independently for inclusion. RESULTS A total of 82 relevant papers drawn from 960 papers on the subject of wearable devices in health care settings were qualitatively analyzed, and the information was synthesized. Our review shows that the wearable medical devices developed so far have been designed for use on all parts of the human body, including the head, limbs, and torso. These devices can be classified into 4 application areas: (1) health and safety monitoring, (2) chronic disease management, (3) disease diagnosis and treatment, and (4) rehabilitation. However, the wearable medical device industry currently faces several important limitations that prevent further use of wearable technology in medical practice, such as difficulties in achieving user-friendly solutions, security and privacy concerns, the lack of industry standards, and various technical bottlenecks. CONCLUSIONS We predict that with the development of science and technology and the popularization of personalized health concepts, wearable devices will play a greater role in the field of health care and become better integrated into people's daily lives. However, more research is needed to explore further applications of wearable devices in the medical field. We hope that this review can provide a useful reference for the development of wearable medical devices.
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Affiliation(s)
- Lin Lu
- Department of Orthopaedic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiayao Zhang
- Department of Orthopaedic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yi Xie
- Department of Orthopaedic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fei Gao
- Department of Orthopaedic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Song Xu
- Department of Orthopaedic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xinghuo Wu
- Department of Orthopaedic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhewei Ye
- Department of Orthopaedic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Silva MC, Amorim VJP, Ribeiro SP, Oliveira RAR. Field Research Cooperative Wearable Systems: Challenges in Requirements, Design and Validation. SENSORS (BASEL, SWITZERLAND) 2019; 19:E4417. [PMID: 31614802 PMCID: PMC6832741 DOI: 10.3390/s19204417] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 10/06/2019] [Accepted: 10/08/2019] [Indexed: 12/13/2022]
Abstract
The widespread availability of wearable devices is evolving them into cooperative systems. Communication and distribution aspects such as the Internet of Things, Wireless Body Area Networks, and Local Wireless Networks provide the means to develop multi-device platforms. Nevertheless, the field research environment presents a specific feature set, which increases the difficulty in the adoption of this technology. In this text, we review the main aspects of Field Research Gears and Wearable Devices. This review is made aiming to understand how to create cooperative systems based on wearable devices directed to the Field Research Context. For a better understanding, we developed a case study in which we propose a cooperative system architecture and provide validation aspects. For this matter, we provide an overview of a previous device architecture and study an integration proposal.
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Affiliation(s)
- Mateus C Silva
- Department of Computing, Federal University of Ouro Preto, Morro do Cruzeiro Campus, Ouro Preto 35400-000, Brazil.
| | - Vicente J P Amorim
- Department of Computing, Federal University of Ouro Preto, Morro do Cruzeiro Campus, Ouro Preto 35400-000, Brazil.
| | - Sérvio P Ribeiro
- Department of Biology, Federal University of Ouro Preto, Morro do Cruzeiro Campus, Ouro Preto 35400-000, Brazil.
| | - Ricardo A R Oliveira
- Department of Computing, Federal University of Ouro Preto, Morro do Cruzeiro Campus, Ouro Preto 35400-000, Brazil.
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