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A Review of Artificial Intelligence, Big Data, and Blockchain Technology Applications in Medicine and Global Health

Supriya M., Vijay Kumar Chattu
2021 Big Data and Cognitive Computing  
Wearable medical devices are used to continuously monitor an individual's health status and store it in cloud computing.  ...  Machine learning (ML) is a field of AI that allows computers to learn and improve without being explicitly programmed.  ...  health using ML over big data and the internet of things (IoT).  ... 
doi:10.3390/bdcc5030041 fatcat:x25hkk3fxnbtll7cofmikpys3i

Healthcare Applications of Artificial Intelligence and Analytics: A Review and Proposed Framework

Sabrina Azzi, Stéphane Gagnon, Alex Ramirez, Gregory Richards
2020 Applied Sciences  
AI combined to analytics technologies is increasingly changing medical practice and healthcare in an impressive way using efficient algorithms from various branches of information technology (IT).  ...  This review paper summarizes the past 5 years of healthcare applications of AIA, across different techniques and medical specialties, and discusses the current issues and challenges, related to this revolutionary  ...  Funding: We acknowledge support by the National Capital Management Research Fund. Conflicts of Interest: The authors declare no conflict of interest. Appl. Sci. 2020, 10, 6553  ... 
doi:10.3390/app10186553 doaj:b03bcc6944824d55825a0d6daa7f3459 fatcat:vztt35io3nhefml6ljsgmtebj4

Mobile Health in Remote Patient Monitoring for Chronic Diseases: Principles, Trends, and Challenges

Nora El-Rashidy, Shaker El-Sappagh, S. M. Riazul Islam, Hazem M. El-Bakry, Samir Abdelrazek
2021 Diagnostics  
A total of 56 articles are reviewed based on the combination of a set of selected search terms including RPM, data mining, clinical decision support system, electronic health record, cloud computing, internet  ...  of things, and wireless body area network.  ...  Clinical decision support systems, internet of things, wireless body area network, cloud computing).  ... 
doi:10.3390/diagnostics11040607 pmid:33805471 pmcid:PMC8067150 fatcat:a42vma6mlfan3cqs5z7e2bs47a

Artificial intelligence with multi-functional machine learning platform development for better healthcare and precision medicine

2020 Database: The Journal of Biological Databases and Curation  
Developing multifunctional machine learning platforms for clinical data extraction, aggregation, management and analysis can support clinicians by efficiently stratifying subjects to understand specific  ...  To implement effective precision medicine with enhanced ability to positively impact patient outcomes and provide real-time decision support, it is important to harness the power of electronic health records  ...  We would like to give special thanks to Dr. Christopher Bonin for providing editorial support.  ... 
doi:10.1093/database/baaa010 pmid:32185396 pmcid:PMC7078068 fatcat:ypsuz5dewvcgtpjx4vjkhi545q

A Review on the Role of Machine Learning in Enabling IoT Based Healthcare Applications

Hemantha Krishna Bharadwaj, Aayush Agarwal, Vinay Chamola, Naga Rajiv Lakkaniga, Vikas Hassija, Mohsen Guizani, Biplab Sikdar
2021 IEEE Access  
The branch of IoT dedicated towards medical science is at times termed as Healthcare Internet of Things (H-IoT). The key elements of all H-IoT applications are data gathering and processing.  ...  The Internet of Things (IoT) is playing a vital role in the rapid automation of the healthcare sector.  ...  [55] used topographic images of the skull to detect strokes using a deep learning IoT model. Liu et al. [56] used similar models to detect lung cancer. O.  ... 
doi:10.1109/access.2021.3059858 fatcat:gwdku6me2fhzbfwf7agtt5vmse

A Systematic Review of Knowledge Visualization Approaches Using Big Data Methodology for Clinical Decision Support [chapter]

Mehrdad Roham, Anait R. Gabrielyan, Norm Archer
2019 Advances in Intelligent and Personalized Clinical Decision Support Systems [Working Title]  
This chapter reports on results from a systematic review of peer-reviewed studies related to big data knowledge visualization for clinical decision support (CDS).  ...  clinical decision support.  ...  We classified clinical decision support purposes into three categories of use: (1) early detection of diseases; (2) improvement of decision making; and (3) patient-centric care.  ... 
doi:10.5772/intechopen.90266 fatcat:afs5dd4aszcnzhlcatim2acwxu

Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey [article]

Alaa Awad Abdellatif, Naram Mhaisen, Zina Chkirbene, Amr Mohamed, Aiman Erbad, Mohsen Guizani
2021 arXiv   pre-print
Thus, we conduct in this paper a comprehensive survey of the recent models and techniques of RL that have been developed/used for supporting Intelligent-healthcare (I-health) systems.  ...  This paper can guide the readers to deeply understand the state-of-the-art regarding the use of RL in the context of I-health.  ...  The findings achieved herein are solely the responsibility of the authors.  ... 
arXiv:2108.04087v1 fatcat:ifdpiqwunrawbmpfy6ftjk43g4

Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies

Geng Yang, Zhibo Pang, M. Jamal Deen, Mianxiong Dong, Yuanting Zhang, Nigel Hamilton Lovell, Amir M. Rahmani
2020 IEEE journal of biomedical and health informatics  
In this article, the new visions and features of the CPS-based HRS are proposed.  ...  Finally, the future perspectives of the CPS-based HRS and the technical challenges faced in each technical area are discussed.  ...  ACKNOWLEDGMENT The authors would like to thank Gaoyang Pang, Huiying Zhou, Honghao Lv, Zhiqiu Ye, Liu  ... 
doi:10.1109/jbhi.2020.2990529 pmid:32340971 fatcat:ifswdi5vsbcmfgl7pra3pbwrje

Applications of Technological Solutions in Primary Ways of Preventing Transmission of Respiratory Infectious Diseases—A Systematic Literature Review

Gleidson Sobreira Leite, Adriano Bessa Albuquerque, Plácido Rogerio Pinheiro
2021 International Journal of Environmental Research and Public Health  
Results enabled the identification of a general categorization of application domains, as well as mapping of the adopted support mechanisms.  ...  This importance arises because, from the emergence of a new disease to the production of immunizers, preventive actions must be taken to reduce contamination and fatalities rates.  ...  the spread of COVID-19 Deep learning methods adoption for face mask detection ICOEI 2021 S107 [136] Face Mask Detection Using Deep Learning Deep learning methods adoption for face mask detection  ... 
doi:10.3390/ijerph182010765 pmid:34682511 fatcat:drvsrdvj4nftvgfyj2kkcrgmx4

Health Information Management: Implications of Artificial Intelligence on Healthcare Data and Information Management

Mary H. Stanfill, David T. Marc
2019 IMIA Yearbook of Medical Informatics  
The challenge for HIM professionals is to identify leading practices for the management of healthcare data and information in an AI-enabled world.  ...  Methods: A literature review was conducted of both peer-reviewed literature and published opinions on current and future use of AI technology to collect, store, and use healthcare data.  ...  As the Internet of Things (IoT) expands further into healthcare, it is necessary to develop infrastructures to support the proliferation and use of these data streams.  ... 
doi:10.1055/s-0039-1677913 pmid:31419816 pmcid:PMC6697524 fatcat:aua2ylcqxvds3a3auindiyn4ou

IMISC 2018 - Book of Abstracts

Imisc Admin
2020 figshare.com  
Organizational culture is a unique property of an academic field to create and boost scientific value for humanity.  ...  by means of various topics, viewpoints, approaches, functions and actions with the MIS perspective.For many people, IMISC 2018 may seemed to be just an effort for sharing scientific knowledge, create  ...  Oberer serves as an invited reviewer for research projects for the ETH Zurich, one of the leading international universities for technology and the natural sciences. Dr.  ... 
doi:10.6084/m9.figshare.7217858.v3 fatcat:quztkju7nbfn3pgf5y75a6n5wa

Book of Abstracts

Imisc Admin
2018 Figshare  
Organizational culture is a unique property of an academic field to create and boost scientific value for humanity.  ...  For many people, IMISC 2018 may seemed to be just an effort for sharing scientific knowledge, create MIS-focused scientific network, give some opportunities for the tenure track, or a weird way that try  ...  Oberer serves as an invited reviewer for research projects for the ETH Zurich, one of the leading international universities for technology and the natural sciences. Dr.  ... 
doi:10.6084/m9.figshare.7217858.v1 fatcat:glpo6le2tvgylbwlzhhltzpybu

IMISC 2018 - Book of Abstracts

Imisc Admin
2020 figshare.com  
Organizational culture is a unique property of an academic field to create and boost scientific value for humanity.  ...  by means of various topics, viewpoints, approaches, functions and actions with the MIS perspective.For many people, IMISC 2018 may seemed to be just an effort for sharing scientific knowledge, create  ...  Oberer serves as an invited reviewer for research projects for the ETH Zurich, one of the leading international universities for technology and the natural sciences. Dr.  ... 
doi:10.6084/m9.figshare.7217858.v5 fatcat:7tqbtruzcbhc7mzgc752b2spdq

Use of artificial intelligence in infectious diseases [chapter]

Said Agrebi, Anis Larbi
2020 Artificial Intelligence in Precision Health  
Acknowledgments AL is supported by the Singapore Immunology Network, Agency for Science Technology and Research and JCO Development Program (Grant #1434 m00115).  ...  AL and SA are cofounders of Yobitrust, a Data Science company.  ...  A new class of data, often referred to as recreational data, will become more and more relevant in the context of health care: Internet of things (IoT).  ... 
doi:10.1016/b978-0-12-817133-2.00018-5 fatcat:nhgs5bvcpfd6fcsbflgh5kaxna

IMISC 2018 - Book of Abstracts

Imisc Admin
2020 figshare.com  
Organizational culture is a unique property of an academic field to create and boost scientific value for humanity.  ...  by means of various topics, viewpoints, approaches, functions and actions with the MIS perspective.For many people, IMISC 2018 may seemed to be just an effort for sharing scientific knowledge, create  ...  Oberer serves as an invited reviewer for research projects for the ETH Zurich, one of the leading international universities for technology and the natural sciences. Dr.  ... 
doi:10.6084/m9.figshare.7217858.v4 fatcat:26z6hgr3zbedhhbtvsb46xbyca
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