Journal of Healthcare Engineering

Advanced Computational Intelligence Technology in Healthcare Management


Publishing date
01 Mar 2022
Status
Closed
Submission deadline
15 Oct 2021

1Universiti Malaya, Kuala Lumpur, Malaysia

2UCSI University, Kuala Lumpur, Malaysia

3University of Malaya, Kuala Lumpur, Malaysia

4Kalinga Institute of Industrial Technology, Bhubaneswar, India

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

Advanced Computational Intelligence Technology in Healthcare Management

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

Description

Advancements in technology have significantly improved medical and healthcare management in clinical tasks due to integrated healthcare analytics. Artificial intelligence applications in the health sector have been recognized as new intelligent paradigms for the planning and delivery of health care and health services. This has enabled rapid development in the field of health informatics, which then requires efficient health care services. These developments are creating new opportunities for health promotion, disease prevention, and support in health care. In addition, healthcare management needs to be strengthened to enhance the quality of medical services. With the recent advances in computational intelligence technology, the use of data and information has transformed public health services.

The need to understand the challenges in developing and implementing expert systems to support health care is essential in the health sector. In many fields, recent end-to-end machine learning approaches have shown great success and had a remarkable impact with the availability of large, annotated datasets. As tumultuous as the current healthcare environment is, it is expected to become even more complex over the next several years. Challenges such as evolving market dynamics, increasing governmental regulation, and more demanding consumers will require smarter, more informed decisions from healthcare providers to remain competitive and deliver value to communities.

The aim of this Special Issue is to invite researchers who are working in healthcare analytics and informatics and providing software-based solutions to submit their research on this topic. We hope to bring together original research and review articles focusing primarily on healthcare management and analytics, and to cover recent advances in the feasibility of novel applications of machine and deep learning approaches in healthcare management systems or software.

Potential topics include but are not limited to the following:

  • Machine learning and deep learning-based healthcare analytics
  • Smart healthcare technologies, including sensors, big data analytics, edge computing, and Internet of Things (IoT).
  • Optimization techniques in medical and healthcare applications
  • Improved supply chains and improved patient prediction
  • Smart healthcare staffing and enhanced patient engagement
  • Predictive risk disease management

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 5032435
  • - Review Article

Uses of Different Machine Learning Algorithms for Diagnosis of Dental Caries

Sarena Talpur | Fahad Azim | ... | Saad Jawaid Khan
  • Special Issue
  • - Volume 2022
  • - Article ID 4295221
  • - Research Article

Detection of Breast Cancer from Five-View Thermal Images Using Convolutional Neural Networks

Mathew Jose Mammoottil | Lloyd J. Kulangara | ... | Mufti Mahmud
  • Special Issue
  • - Volume 2022
  • - Article ID 7541583
  • - Research Article

Deep Learning Application for Effective Classification of Different Types of Psoriasis

Syeda Fatima Aijaz | Saad Jawaid Khan | ... | Umer Hassan
  • Special Issue
  • - Volume 2022
  • - Article ID 7107702
  • - Research Article

Three-Dimensional Biomechanical Finite Element Analysis of Lumbar Disc Herniation in Middle Aged and Elderly

Shiyuan Wan | Bin Xue | Yanhao Xiong
  • Special Issue
  • - Volume 2022
  • - Article ID 8561351
  • - Research Article

Analysis of Brain Activity Changes in Patients with Parkinson’s Disease Based on Resting-State Functional Magnetic Resonance Imaging

Juan Shen | Chao Xu
  • Special Issue
  • - Volume 2021
  • - Article ID 4178161
  • - Research Article

Classification of Public Health Centres in Accra through a Web-Based Portal Integrated with Geographical Information System (GIS)

Nana Yaw Asabere | Gare Lawson | ... | Reginald Lartey
  • Special Issue
  • - Volume 2021
  • - Article ID 7631815
  • - Research Article

GNAO1 as a Novel Predictive Biomarker for Late Relapse in Hepatocellular Carcinoma

Meiling Du | Jie Feng | ... | Fengyuan Chen
  • Special Issue
  • - Volume 2021
  • - Article ID 6712424
  • - Review Article

A Perspective Roadmap for IoMT-Based Early Detection and Care of the Neural Disorder, Dementia

Sapna Juneja | Gaurav Dhiman | ... | Kusum Yadav
  • Special Issue
  • - Volume 2021
  • - Article ID 1559050
  • - Research Article

Dynamic Surgery Scheduling Based on an Improved Genetic Algorithm

Bingbing Zhang | Qiang Su
  • Special Issue
  • - Volume 2021
  • - Article ID 7517313
  • - Research Article

An Efficient Classification of Neonates Cry Using Extreme Gradient Boosting-Assisted Grouped-Support-Vector Network

Chuan-Yu Chang | Sweta Bhattacharya | ... | Kathiravan Srinivasan
Journal of Healthcare Engineering
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Acceptance rate37%
Submission to final decision42 days
Acceptance to publication25 days
CiteScore2.900
Journal Citation Indicator0.860
Impact Factor3.822
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Article of the Year Award: Outstanding research contributions of 2021, as selected by our Chief Editors. Read the winning articles.