Journal of Healthcare Engineering

Advanced Artificial Intelligence and Machine Learning in Healthcare 5.0


Publishing date
01 May 2022
Status
Closed
Submission deadline
07 Jan 2022

Lead Editor

1Nanjing University of Information Science and Technology, Nanjing, China

2Victoria University, Melbourne, Australia

3Guangzhou University, Guangzhou, China

4Rutgers Cancer Institute of New Jersey, New Brunswick, USA

This issue is now closed for submissions.
More articles will be published in the near future.

Advanced Artificial Intelligence and Machine Learning in Healthcare 5.0

This issue is now closed for submissions.
More articles will be published in the near future.

Description

Artificial intelligence (AI), smart intelligent devices, and high-speed data transmission networking techniques in healthcare units have set a benchmark in the ideology of healthcare. With the relentless shift to digital technology, healthcare 5.0 is very promising.

It needs fifth-generation (5G) communication as a fundamental network infrastructure to connect to medical devices. Internet of Things (IoT) generates accessible data for AI and contributes to digital wellness. Healthcare 5.0 focuses on improving the quality of life of patients and individuals worldwide. New technologies in healthcare 5.0 can help people live healthier lives.

The aim of this Special Issue is to bring together original research and review articles discussing advanced artificial intelligence and machine learning in healthcare 5.0. We welcome submissions about new mathematical modelling paradigms for characterizing physiological complexity and advanced data analytic algorithms for precise disease precursor detection. Moreover, this Special Issue also welcomes research discussing explainable and accountable decision-making models, techniques for solving important healthcare-related issues (i.e., security, trustworthiness, and reliability).

Potential topics include but are not limited to the following:

  • Supervised and unsupervised machine learning in healthcare 5.0
  • Explainable artificial intelligence in healthcare 5.0
  • Health 5.0 information representation, services, extraction and discovery
  • Health 5.0 information system modelling, design, and health information visualization
  • Confidentiality, privacy, and security of health information
  • Biometrics in healthcare 5.0
  • Preventive healthcare through digital technologies
  • Internet of Medical Things in healthcare 5.0
  • Data mining knowledge, discovery and decision-making support in healthcare 5.0
  • Biomedical signal image processing and analysis in healthcare 5.0

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 9581387
  • - Research Article

Influence of COVID-19 on the Tourism Industry in China: An Artificial Neural Networks Approach

Waleed | Zongguo Ma | ... | Hizbullah Khattak
  • Special Issue
  • - Volume 2022
  • - Article ID 5054932
  • - Research Article

Evaluation Analysis of the Nephrotoxicity of Tripterygium wilfordii Preparations with CONSORT Harms Statement Based on Deep Learning

Wuqiang Qi | Rui Chen | ... | Mingzhao Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 7406764
  • - Research Article

Correlation between Glucose/C-Peptide Ratio and the Risk of Disease Progression in Diabetic Nephropathy Patients: A Clinical Retrospective Analysis

Huomu Tong | Dongying Wang | Miaozhen Fang
  • Special Issue
  • - Volume 2022
  • - Article ID 3127698
  • - Research Article

A Study on the Evaluation of Polyenoic Vegetable Oils and Their Female Health Benefits Based on Time Series Analysis Model: The Case of Peony Seed Oil

Haibo Li | Songhao Kang | Lijuan Sun
  • Special Issue
  • - Volume 2022
  • - Article ID 1018056
  • - Research Article

Construction of a Health Management Model for Early Identification of Ischaemic Stroke in Cloud Computing

Yuying Yang | Qing Chang | ... | Aixia Song
  • Special Issue
  • - Volume 2022
  • - Article ID 5987582
  • - Research Article

An Intervention Study on Children’s Healthy Joint Attention Skills Based on a Mixed Instructional Approach of DTT and PRT

Shengmin Liu | Shufang Mao
  • Special Issue
  • - Volume 2022
  • - Article ID 2084276
  • - Research Article

Prediction Value of Epilepsy Secondary to Inferior Cavity Hemorrhage Based on Scalp EEG Wave Pattern in Deep Learning

Shishuang Jiang | Xuenong He
  • Special Issue
  • - Volume 2022
  • - Article ID 8388325
  • - Research Article

Aided Evaluation of Motion Action Based on Attitude Recognition

Qi Wang | Qing-Ming Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 1929371
  • - Research Article

A Data-Efficient Framework for the Identification of Vaginitis Based on Deep Learning

Ruqian Hao | Lin Liu | ... | Yuanying Mao
  • Special Issue
  • - Volume 2022
  • - Article ID 9713899
  • - Research Article

Study of Vertebral Artery Dissection by Ultrasound Superb Microvascular Imaging Based on Deep Neural Network Model

Yanjuan Wang | Huajie Jiao | ... | Jianjun Wang
Journal of Healthcare Engineering
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Acceptance rate46%
Submission to final decision41 days
Acceptance to publication25 days
CiteScore2.900
Journal Citation Indicator0.720
Impact Factor2.682
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Article of the Year Award: Outstanding research contributions of 2021, as selected by our Chief Editors. Read the winning articles.