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Challenges and Opportunities of Internet of Things in Healthcare

Amine Rghioui, Abdelmajid Oumnad
2018 International Journal of Electrical and Computer Engineering (IJECE)  
Indeed IoT can revolutionize the healthcare industry by improving operational efficiency and clinical trials' quality of monitoring, and by optimizing healthcare costs.  ...  This paper provides an overview of IoT, its applicability in healthcare, some insights about current trends and an outlook on future developments of healthcare systems. </span>  ...  Such support for self-management of diabetes allows for real-time clinical interaction and feedback tailored to the patient's personal needs, using current and historical patient data.  ... 
doi:10.11591/ijece.v8i5.pp2753-2761 fatcat:f6f56o3rlrhpndzobqktu5cz7y

Internet of things based distributed healthcare systems: a review

Mahantesh N. Birje, Savita S. Hanji
2020 Journal of Data, Information and Management  
This paper reviews state-of-the-art works in IoT-DHSs, based on which the taxonomy of these systems is proposed considering various aspects such as monitoring methods, communication technologies, computing  ...  To strengthen healthcare industry, lot of research work is being done to explore new, accurate and efficient technology for healthcare industry that can monitor and keep track of health of patients in  ...  Acknowledgements We acknowledge Visvesvaraya Technological University, Belagavi for providing us facilities to complete this paper in time.  ... 
doi:10.1007/s42488-020-00027-x fatcat:dxaim3b7hbc7zenrgjylpr2aii

Internet of Diagnostic Things: Emerging Horizon towards Precision and Digital Health Care

Vijay Verma, Abhisek Mishra, Vaishali Bisht, Jyoti Bala
2021 Journal of Health Science Research  
Application of IoT technology in diagnostic and healthcare opens a way for personalization in the medical care depending on individual needs, additionally giving option for well-organized way for remote  ...  This review focuses on theoretical, technological, advanced aspects of digital diagnostic utilizing IoT technology.  ...  This provides a tool for real-time, automatic, safe, efficient way for decisions making based on collected data.  ... 
doi:10.7324/jhsr/2020/24981 fatcat:bkp2y4e6nnb3thyetkng7hb4lu

IoTFLiP: IoT-based flipped learning platform for medical education

Maqbool Ali, Hafiz Syed Muhammad Bilal, Muhammad Asif Razzaq, Jawad Khan, Sungyoung Lee, Muhammad Idris, Mohammad Aazam, Taebong Choi, Soyeon Caren Han, Byeong Ho Kang
2017 Digital Communications and Networks  
In order to demonstrate a working scenario for the proposed IoTFLiP platform, real-time data from IoTs gadgets is collected to generate a real-world case for a medical student using ICBFLT.  ...  It also provides support for application delivery in private, public, and hybrid approaches.  ...  In the healthcare field, IoT has been exploited for purposes ranging from wellness applications [16] to treatment and patient care, such as using sensors for monitoring and real-time status detection  ... 
doi:10.1016/j.dcan.2017.03.002 fatcat:af345djo5rhljbqpinvjznabcu

A Comprehensive Survey on Machine Learning-Based Big Data Analytics for IoT-Enabled Smart Healthcare System

Wei Li, Yuanbo Chai, Fazlullah Khan, Syed Rooh Ullah Jan, Sahil Verma, Varun G. Menon, Kavita, Xingwang Li
2021 Journal on spesial topics in mobile networks and applications  
In this paper, we have presented a comprehensive review on the application of machine learning techniques for big data analysis in the healthcare sector.  ...  Although, big data analytics and machine learning are extensively researched, there is a lack of study that exclusively focus on the evolution of ML-based techniques for big data analysis in the IoT healthcare  ...  Description Features Type Strengths Weaknesses IoT-based real-time monitoring system using watermarking and signal enhancements [101] Resilient for clinical errors detection Secured Anal-  ... 
doi:10.1007/s11036-020-01700-6 fatcat:mky7gg34cjhatacs2vlpamh5zy

Medical Internet of Things and Big Data in Healthcare

Dimiter V. Dimitrov
2016 Healthcare Informatics Research  
This paper reviews mIoT and big data in healthcare fields.  ...  Insights gained from big data analysis will drive the digital disruption of the healthcare world, business processes and real-time decision-making.  ...  Apply real-time analytics to monitor current conditions and respond accordingly.  ... 
doi:10.4258/hir.2016.22.3.156 pmid:27525156 pmcid:PMC4981575 fatcat:sbrdapvaxzao5hmvcc5xk2vv2y

Internet of medical things

Sheetalrani R. Kawale, D. Narmadha, R. Golden Nancy, Shumye Birhan Mule, Basant Kumar Verma, Pundru Chandra Shaker Reddy
2022 International Journal of Health Sciences  
This study covers the peoples contribution of IOT in healthcare sector, application and future problems of IOT in term of medical services in healthcare.  ...  Researchers are working towards a computerized healthcare system by integrating the existing medical resources and healthcare services.  ...  When developing a new IoT-based healthcare system for real-time patient monitoring, it is critical to list down all relevant actions connected to the intended health application.  ... 
doi:10.53730/ijhs.v6ns3.8359 fatcat:seowfdobc5bmlf2uxxlol5o24e

A Reference Architecture for Digitalization in the Pharmaceutical Industry

Alina M. Chircu, Eldar Sultanow, Levent D. Sözer
2017 Jahrestagung der Gesellschaft für Informatik  
We build on a model initially developed internally at Capgemini and show how it can be used to describe the use of several emerging digital transformation technologies: Internet of Things (IoT), Cognitive  ...  In this paper, we explore the opportunities for digital transformation in the pharmaceutical industry and develop a pharma-specific reference architecture for digitalization.  ...  simple ones like AccuVein, which displays a digital map of the veins on a patient's skin in real time.  ... 
doi:10.18420/in2017_205 dblp:conf/gi/ChircuSS17 fatcat:v6owwj7x5nf2niuhxkqekq6pmu

Smart Healthcare in the Age of AI: Recent Advances, Challenges, and Future Prospects

Mahmoud Nasr, Md. Milon Islam, Shady Shehata, Fakhri Karray, Yuri Quintana
2021 IEEE Access  
This review aims at providing comprehensive insights into the recent developments of smart healthcare systems to equip experts to contribute to the field.  ...  This paper is aimed to discuss the current state-of-the-art smart healthcare systems highlighting major areas like wearable and smartphone devices for health monitoring, machine learning for disease diagnosis  ...  The real-time data are retrieved from the participants using IoT sensors and fed into the Bayesian network for preprocessing.  ... 
doi:10.1109/access.2021.3118960 fatcat:jvpmuibcwzhmzoqx7ospbflv3u

Internet of Things and Robotics in Transforming Current-Day Healthcare Services

Bikash Pradhan, Deepti Bharti, Sumit Chakravarty, Sirsendu S. Ray, Vera V. Voinova, Anton P. Bonartsev, Kunal Pal, Saverio Maietta
2021 Journal of Healthcare Engineering  
A comprehensive knowledge has been provided on the prospect of the functionality, application, challenges, and future scope of the IoT-aided robotic system in healthcare services.  ...  Furthermore, the study focused on the application of the IoT and robotics in providing healthcare services such as rehabilitation, assistive surgery, elderly care, and prosthetics.  ...  Furthermore, it enables a robotic system to access data from multiple sensors and record real-time information such as speech, image, and video.  ... 
doi:10.1155/2021/9999504 pmid:34104368 pmcid:PMC8158416 fatcat:sa2a4w7ldzdv3edomdgyyy5dte

Future of Smart Classroom in the Era of Wearable Neurotechnology [article]

Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki
2021 arXiv   pre-print
Interdisciplinary research among engineering, computer science, and neuroscience to understand and utilize the human brain signals resulted in advances and widespread applicability of wearable neurotechnology  ...  In this paper, we discuss the future of smart classrooms and how advances in neuroscience, machine learning, and embedded systems as key enablers will provide the infrastructure for envisioned smart classrooms  ...  technology to ensure high accuracy of real-time data and robustness to errors.  ... 
arXiv:2110.11475v1 fatcat:5bd52an77fd6rigblsi6juircq

Application of IoT in Predictive Health Analysis–A Review of Literature

Geetha Poornima K., Krishna Prasad K.
2020 International journal of management, technology, and social science  
Predictive analysis is carried out on the real-time data of patients to analyze their current situation for the purpose of effective and accurate clinical-decision making.  ...  This review aims to explain the use of IoT for providing smart healthcare solutions.  ...  The middleware developed is named as WoT (Web of Things), which uses Restful HTTP for the user's non-real-time data and MQTT for the real-time data. Boulos et al.  ... 
doi:10.47992/ijmts.2581.6012.0089 fatcat:fh36v6u2effuzdmdyxrb3csjdy

Application of IoT in Predictive Health Analysis–A Review of Literature

Geetha Poornima K, K. Krishna Prasad
2020 Zenodo  
Predictive analysis is carried out on the real-time data of patients to analyze their current situation for the purpose of effective and accurate clinical-decision making.  ...  This review aims to explain the use of IoT for providing smart healthcare solutions.  ...  real-time monitoring system and architectural framework for H-IoT. 56 Dwivedi et al  ... 
doi:10.5281/zenodo.3821147 fatcat:udgs5mtblnfa7bvaibolgne2em

A Survey on Internet of Things and Cloud Computing for Healthcare

L. Minh Dang, Md. Jalil Piran, Dongil Han, Kyungbok Min, Hyeonjoon Moon
2019 Electronics  
, so it leads to a stringy requirement for data analysis and data storage platform such as cloud computing and fog computing.  ...  Healthcare is one of the application domains in IoT that draws enormous interest from industry, the research community, and the public sector.  ...  Thus, for applications that require immediate real-time feedback, like remote monitoring or telehealth, communication time between users and remote cloud servers cause significant issues such as high round-trip  ... 
doi:10.3390/electronics8070768 fatcat:qg7w4bg25fdy7eoas7eaibfkxe

Exploitation of Emerging Technologies and Advanced Networks for a Smart Healthcare System

Georgios M. Minopoulos, Vasileios A. Memos, Christos L. Stergiou, Konstantinos D. Stergiou, Andreas P. Plageras, Maria P. Koidou, Konstantinos E. Psannis
2022 Applied Sciences  
Internet of Things (IoT), Wireless Sensor Networks (WSN), Big Data Analytics (BDA), and Cloud Computing (CC) can play a vital role in the instant detection of illnesses, diseases, viruses, or disorders  ...  The introduction of emerging technologies in the healthcare industry is anticipated to enable novel medical techniques for an efficient and effective smart healthcare system.  ...  Informed Consent Statement: Not applicable. Data Availability Statement: Not applicable. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/app12125859 fatcat:avyqnutqnvcqzo3jtk4kc7yafi
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