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 9299001
  • - Research Article

[Retracted] Effects of Continuous Catheterization on Reducing Postoperative Urinary Tract Infection in Cervical Cancer Patients with Double J Stent Placement

Tengteng Liu | Yuan Yao | ... | Daming Chu
  • Special Issue
  • - Volume 2021
  • - Article ID 6389001
  • - Research Article

[Retracted] Virtual Reality-Based Analysis of Pressure Ulcer Care Information Related to Medical Equipment for the Prevention of Pressure Ulcer Skin Foam Dressings in the Elderly

Na Zhao | Zhanhong Tian | ... | Yu Yang
  • Special Issue
  • - Volume 2021
  • - Article ID 4145512
  • - Research Article

[Retracted] SmartMedChain: A Blockchain-Based Privacy-Preserving Smart Healthcare Framework

Driss El Majdoubi | Hanan El Bakkali | Souad Sadki
  • Special Issue
  • - Volume 2021
  • - Article ID 4345604
  • - Research Article

[Retracted] Determinants of the Intention to Use Smart Healthcare Devices: A Framework and Public Policy Implications

Xifeng Lu | Junyi Hao | ... | Anwei Gu
  • Special Issue
  • - Volume 2021
  • - Article ID 9371953
  • - Research Article

[Retracted] Correlation between 25-Hydroxyvitamin D, sFlt-1, PLGF, and Hypertension in Pregnancy

Wei Wang | Ting Du | Xiaoqi Jiang
  • Special Issue
  • - Volume 2021
  • - Article ID 6733963
  • - Research Article

[Retracted] Clinical and Imaging Study of Repetitive Transcranial Magnetic Stimulation in the Treatment of Morphine Dependence Through mGluR5/TDP43/NR2B Pathway

Xin Li | Congyan Li | ... | Jiguang Liu
  • Special Issue
  • - Volume 2021
  • - Article ID 5912051
  • - Research Article

[Retracted] Adaptive Diagnosis of Lung Cancer by Deep Learning Classification Using Wilcoxon Gain and Generator

O. Obulesu | Suresh Kallam | ... | Sandeep Kautish
  • Special Issue
  • - Volume 2021
  • - Article ID 3279714
  • - Review Article

[Retracted] The Clinical Application and Prospect of Smart Prenatal Care and Postpartum Recovery

Chang Shu | Shumei Han | ... | Yule Bai
  • Special Issue
  • - Volume 2021
  • - Article ID 3776006
  • - Research Article

[Retracted] Effect of Penetration Electroacupuncture Combined with Intermediate Frequency Electrotherapy, Facial Acupoint Massage, and Cervical Reduction on Facial Nerve Function and Curative Effect of Senile Refractory Facial Paralysis

Xiao-Jun Wang | Ni-Na He | ... | Ping Zhang
  • Special Issue
  • - Volume 2021
  • - Article ID 9922389
  • - Research Article

[Retracted] Research on Smart Healthcare Services: Based on the Design of APP Health Service Platform

Na Jiang | Lei Wang | Xinyu Xu

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