Journal of Healthcare Engineering

Advanced Artificial Intelligence and Machine Learning in Healthcare 5.0


Publishing date
01 May 2022
Status
Published
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


Advanced Artificial Intelligence and Machine Learning in Healthcare 5.0

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 1018056
  • - Research Article

[Retracted] 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

[Retracted] 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

[Retracted] 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

[Retracted] Aided Evaluation of Motion Action Based on Attitude Recognition

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

[Retracted] 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

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

Yanjuan Wang | Huajie Jiao | ... | Jianjun Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 7339930
  • - Research Article

[Retracted] Deep Learning-Based Emergency Care Process Reengineering of Interventional Data for Patients with Emergency Time-Series Events of Myocardial Infarction

Na Gao | Yue Xu | ... | Shuhong Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 3702479
  • - Research Article

[Retracted] Application and Visualization of Human 3D Anatomy Teaching for Healthy People Based on a Hybrid Network Model

Gang Yin | Luyao Zhang | Tingting Dai
  • Special Issue
  • - Volume 2022
  • - Article ID 2092034
  • - Research Article

[Retracted] Evaluation of the Effectiveness of Artificial Neural Network Based on Correcting Scoliosis and Improving Spinal Health in University Students

Jiefu Peng
  • Special Issue
  • - Volume 2022
  • - Article ID 3826413
  • - Research Article

[Retracted] Research on a Health Care Personnel Training Model Based on Multilayered Knowledge Mapping for the Integration of Nursing Courses and Examinations

Qingna Lv | Yanyun Zhang | ... | Yang Yu

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