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 2023
  • - Article ID 9759842
  • - Retraction

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

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9765878
  • - Retraction

Retracted: Rehabilitation Educational Design for Children with Autism Based on the Radial Basis Function Neural Network

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9892624
  • - Retraction

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

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9835459
  • - Retraction

Retracted: Functional New Transcription Factors (TFs) Associated with Cervical Cancer

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9753631
  • - Retraction

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

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9820647
  • - Retraction

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

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9830834
  • - Retraction

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

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9846865
  • - Retraction

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

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9845348
  • - Retraction

Retracted: Clinical Features and Laboratory Examination Results of Sjogren’s Syndrome Complicated with Thyroid Disorders: A Retrospective Analysis

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9768716
  • - Retraction

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

Journal of Healthcare Engineering

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