Journal of Healthcare Engineering

Machine Learning and Blockchain Technology for Smart Healthcare and Human Health


Publishing date
01 Feb 2022
Status
Published
Submission deadline
17 Sep 2021

Lead Editor

1Dalian University of Technology, Dalian, China

2University of Electronic Science and Technology of China , Zhongshan, China

3Michigan State University, Lansing, USA

4Jiangnan University, Wuxi, China

5University of Wisconsin-Milwaukee, Milwaukee, USA


Machine Learning and Blockchain Technology for Smart Healthcare and Human Health

Description

At present, emerging technologies such as big data and Internet of Things (IoT) have promoted innovation in healthcare around the world. They have contributed to the construction of smart healthcare systems, providing a better medical service experience. Smart healthcare is based on the electronic medical and health records of residents, combined with information technology, such as the Internet of Things, big data, cloud computing, mobile communications, and artificial intelligence (AI), which can then be used to build a variety of systems, such as convenient medical service systems and humanised health management systems. Machine learning and block chain technology are highly regarded around the world and have impacted a range of industries. Due to the close connection between healthcare industry and intelligent technology, its integration with blockchain is essential. The traceability, transparency, security, and decentralisation of machine learning and blockchain technology will enable the healthcare industry to optimise and upgrade many aspects, such as customer health management, medical insurance management, customer file management, and information system management, as well as improving efficiency across these different applications.

Researchers are beginning to explore the applications of machine learning and blockchain technology in smart healthcare systems. For example, a health management platform based on blockchain can allow users to securely track and collect personal data, and smart contracts can be used in medical identification to automatically handle emergencies. Smart contracts could also leverage health prevention resources to create locally accessible healthy community projects. Machine learning and blockchain technology can also be used to simplify the processing of medical claims and payments, or in the area of hospital management, to provide more concise, transparent, and secure services in medical data contribution, medical staff identification, and doctor screening. There are applications for these technologies across the medical supply chain, such as drug traceback and anti-counterfeiting of pharmaceutical companies' suppliers, or in the pharmaceutical research and development sector, such as being used to securely store genetic and medical data through the use of private keys, and form a DNA wallet, thereby enabling researchers to develop drugs more efficiently and provide targeted services to patients.

The aim of this Special Issue is to gather research into the latest advancements in the use of machine learning and blockchain technology in smart healthcare. We welcome both original research and review articles. This Special Issue looks to gather papers reflecting new characteristics and laws in healthcare and smart healthcare, but also papers focussing on the technological aspects of these applications.

Potential topics include but are not limited to the following:

  • Frameworks for the sustainable development of smart healthcare, based on machine learning and blockchain technology
  • New characteristics of healthcare supply chains
  • The development of new smart healthcare communities and their impact on human health
  • The impact of machine learning and blockchain technology on human health
  • The use of machine learning and blockchain technology to solve environmental issues within the smart healthcare industry
  • Combinations of machine learning and blockchain technology with other emerging technologies such as big data, IoT, and AI

Articles

  • Special Issue
  • - Volume 2021
  • - Article ID 9998947
  • - Review Article

[Retracted] Meta-Analysis for Social Support Degree of Kidney Transplant Recipients: Evidence from China

Qiaolan Yang | Min Xia | ... | Guiyi Liao
  • Special Issue
  • - Volume 2021
  • - Article ID 8004883
  • - Research Article

[Retracted] Influence of Virtual Reality Technology on Clinical Thinking Cultivation of Medical Students

Yuying Wang
  • Special Issue
  • - Volume 2021
  • - Article ID 2613300
  • - Research Article

[Retracted] Wearable Device-Based Smart Football Athlete Health Prediction Algorithm Based on Recurrent Neural Networks

Qingkun Feng | Yanying Liu | Lijun Wang
  • Special Issue
  • - Volume 2021
  • - Article ID 5475997
  • - Research Article

[Retracted] The Role of Computer Remote Monitoring Technology for Nursing Care in Elderly Breast Cancer Complications

Ling Wang | Huang Yan | ... | Liyuan Qian
  • Special Issue
  • - Volume 2021
  • - Article ID 5568411
  • - Research Article

[Retracted] Integrated Analysis of the Roles of RNA Binding Proteins and Their Prognostic Value in Clear Cell Renal Cell Carcinoma

Bowen Wang | Haoran Zhao | ... | Beichen Ding
  • Special Issue
  • - Volume 2021
  • - Article ID 9998427
  • - Research Article

[Retracted] VR/AR Technology in Human Anatomy Teaching and Operation Training

Yuan Zhou | Jiejun Hou | ... | Yongchang Diwu
  • Special Issue
  • - Volume 2021
  • - Article ID 9959077
  • - Research Article

[Retracted] Development and Validation of a Postoperative Delirium Prediction Model for Elderly Orthopedic Patients in the Intensive Care Unit

Gang Wang | Lei Zhang | ... | Yingxin Hao
  • Special Issue
  • - Volume 2021
  • - Article ID 5536330
  • - Research Article

[Retracted] The Function and Prognostic Value of RNA-Binding Proteins in Colorectal Adenocarcinoma Were Analyzed Based on Bioinformatics of Smart Medical Big Data

Haoran Zhao | Peng Wang | ... | Zengfu Song
  • Special Issue
  • - Volume 2021
  • - Article ID 5519891
  • - Research Article

[Retracted] A Data-Enabled Business Model for a Smart Healthcare Information Service Platform in the Era of Digital Transformation

Yu Su | Fei Hou | ... | Ying Ji
  • Special Issue
  • - Volume 2021
  • - Article ID 5549842
  • - Research Article

[Retracted] Detection Method and System of the Human Body Characteristic Index Based on TCM

Qiuping Li | Xing Zhang | ... | Bing Zhou

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