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 2021
  • - Article ID 2401256
  • - Research Article

[Retracted] Effect of Minimally Invasive Puncture Drainage and Conservative Treatment on Prognosis of Patients with Cerebral Hemorrhage

Yanxun Jia | Yongbin Wang | ... | Zhenzhen Wang
  • Special Issue
  • - Volume 2021
  • - Article ID 9971236
  • - Research Article

[Retracted] Prediction of the Collapse of Necrotic Femoral Head by CT and X-Ray Examinations before Hip Replacement Based on Intelligent Medical Big Data

Yongwei Shang | Jianjie Xu | ... | Zhe Xie
  • Special Issue
  • - Volume 2021
  • - Article ID 4372373
  • - Research Article

[Retracted] Identification of ZEB2 as an Immune-Associated Gene in Endometrial Carcinoma and Associated with Macrophage Infiltration by Bioinformatic Analysis

Yuanyuan Zhu | Xinchao Lin | ... | Qiaohui Yang
  • Special Issue
  • - Volume 2021
  • - Article ID 1185533
  • - Research Article

[Retracted] Research on Resource Allocation and Optimization of Community Intelligent Sports Service for the Elderly Based on Group Intelligence

Qiaofeng Liu | Jinglun Huang | ... | Xiang Gao
  • Special Issue
  • - Volume 2021
  • - Article ID 6778045
  • - Research Article

[Retracted] Evaluation of the Effect of PDCA in Hospital Health Management

Huanmin Qiu | Weiwei Du
  • Special Issue
  • - Volume 2021
  • - Article ID 6112671
  • - Research Article

[Retracted] Imaging Manifestations and Evaluation of Postoperative Complications of Bone and Joint Infections under Deep Learning

Wei Mao | Xiantao Chen | Fengyuan Man
  • Special Issue
  • - Volume 2021
  • - Article ID 1486089
  • - Research Article

[Retracted] Comparison of Clinical Features and Inflammatory Markers between Kawasaki Disease Shock Syndrome and Kawasaki Disease without Shock: A Meta-Analysis

Hui Zhang | Qin Zheng | Feng Li
  • Special Issue
  • - Volume 2021
  • - Article ID 7036194
  • - Research Article

[Retracted] Identification of Hub Genes and Immune Cell Infiltration Characteristics in Alzheimer’s Disease

Ming Hu | Jianhua Wang
  • Special Issue
  • - Volume 2021
  • - Article ID 6606492
  • - Research Article

[Retracted] The Clinical Efficacy and Risk Factors after Revision and Reconstruction of Anterior Cruciate Ligament

Shuai Miao | Shuoda Li | ... | Ming Li
  • Special Issue
  • - Volume 2021
  • - Article ID 2961697
  • - Research Article

[Retracted] Diagnostic Value of SonoVue Contrast-Enhanced Ultrasonography in Nipple Discharge Based on Artificial Intelligence

Ling Guo

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