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 6388445
  • - Research Article

[Retracted] ResNet-BiLSTM: A Multiscale Deep Learning Model for Heartbeat Detection Using Ballistocardiogram Signals

Yijun Liu | Yifan Lyu | ... | Han Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 8381559
  • - Research Article

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

Yicheng Jiang | Shi Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 4139200
  • - Research Article

[Retracted] Study on the Mechanism of Fentanyl in Pain Treatment Based on Network Pharmacology

Shuqin Zhou | Juan Bi | ... | Sheng Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 6428796
  • - Research Article

[Retracted] Ultrasonic Intelligent Diagnosis of Papillary Thyroid Carcinoma Based on Machine Learning

Heng Zhou | Bin Liu | ... | Wei Yan
  • Special Issue
  • - Volume 2022
  • - Article ID 4608648
  • - Research Article

[Retracted] Impact of Early Intravenous Haemostatic Drugs on Brain Haemorrhage Patients and Their Image Segmentation Based on RGB-D Images

Zhenzhen Wang | Yating Mou | ... | Yanxun Jia
  • Special Issue
  • - Volume 2022
  • - Article ID 8414135
  • - Research Article

[Retracted] Rehabilitation of Sepsis Patients with Acute Kidney Injury Based on Intelligent Medical Big Data

Yanmei Xia | Xiuzhe Wang | ... | Haipeng Shi
  • Special Issue
  • - Volume 2022
  • - Article ID 1490874
  • - Research Article

[Retracted] Evaluation System of Smart Logistics Comprehensive Management Based on Hospital Data Fusion Technology

Biwen Yao | Huiming Wang | ... | Guo Wei
  • Special Issue
  • - Volume 2022
  • - Article ID 6996444
  • - Research Article

[Retracted] Research on Chest Disease Recognition Based on Deep Hierarchical Learning Algorithm

Lingling Li | Yangyang Long | ... | Zekun Yang
  • Special Issue
  • - Volume 2022
  • - Article ID 8509195
  • - Research Article

[Retracted] Hemodynamic Analysis of Pipeline Embolization Device Stent for Treatment of Giant Intracranial Aneurysm under Unsupervised Learning Algorithm

Haibin Gao | Wei You | ... | Youxiang Li
  • Special Issue
  • - Volume 2022
  • - Article ID 3471447
  • - Research Article

[Retracted] Silencing MR-1 Protects against Myocardial Injury Induced by Chronic Intermittent Hypoxia by Targeting Nrf2 through Antioxidant Stress and Anti-Inflammation Pathways

Qixue Wang | Yue Wang | ... | Shaofeng Liu

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