Journal of Healthcare Engineering

Developments in Optimization Algorithms for Smart Healthcare


Publishing date
01 May 2022
Status
Published
Submission deadline
17 Dec 2021

1SSN College of Engineering, Chennai, India

2Liverpool John Moores University, Liverpool, UK

3University of Westminster, London, UK


Developments in Optimization Algorithms for Smart Healthcare

Description

Smart healthcare is revolutionizing the world by providing faster diagnosis and therapeutics. This technology is made feasible with sophisticated infrastructures that are made available everywhere. For instance, the early detection of Parkinson’s disease in the elderly and autism in children will pave the way for a better world and a better future.

Several healthcare systems are targeted towards these applications, which requires reliability. On the other hand, the systems designed should be a universal solution, making it viable for practice among a variety of end users. Recent hot topics such as IoT, Big Data, Cloud Computing, and Artificial Intelligence help to enable healthcare to become intelligent and realizable. The IoT enables data collection, Big Data provides data analysis, Cloud Computing offers computing, and Artificial Intelligence empowers predictive analytics. Thus, intelligent health care systems are expected to make a huge difference in the medical field in the near future. Keeping these virtues in mind, optimization algorithms also play a crucial role in data delivery to end users.

This Special Issue has two main aims. Firstly, it aims to provide a forum for effective culmination and dissemination of developments in IoT, Big Data, Cloud Computing, and Artificial Intelligence targeted towards intelligent systems in healthcare. Secondly, this Special Issue will describe numerous efficient algorithms that can be used for optimizing performance and hence improving reliability in smart healthcare. Original research and review articles are welcome.

Potential topics include but are not limited to the following:

  • Energy-aware optimization algorithms for IoT systems in healthcare
  • Machine learning and deep learning in telemedicine optimization
  • Security enhancement and optimization in medical cyber physical systems
  • Decision algorithms and data aggregation algorithms in healthcare
  • Data analytics and process management in healthcare
  • Sensor fusion algorithms and process optimization in healthcare
  • Artificial Intelligence-enabled data processing techniques in healthcare

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 3787567
  • - Research Article

Diagnostic Markers and Molecular Dysregulation Mechanisms in the Retinal Pigmented Epithelium and Retina of Age-Related Macular Degeneration

Yao Li | Jing Fu | ... | Xueyi Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 3247807
  • - Research Article

Correlation between hs-CRP, IL-6, IL-10, ET-1, and Chronic Obstructive Pulmonary Disease Combined with Pulmonary Hypertension

Danfen Yang | Li Wang | ... | Yuanyuan Xie
  • Special Issue
  • - Volume 2022
  • - Article ID 8768188
  • - Research Article

Clinical Effect of Laparoscopic Radical Surgery Combined with Neoadjuvant Chemotherapy in Treating Cervical Cancer and Its Influence on Postoperative Complications and Adverse Reaction Rates

Wenduan Gong | Yejun Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 4708572
  • - Research Article

The Clinical Efficacy of Tirofiban Combined with Ticagrelor and Aspirin in Treating Acute Myocardial Infarction by Percutaneous Coronary Intervention and Its Effect on Patients’ Cardiac Function

Rui Peng | Feng Li
  • Special Issue
  • - Volume 2022
  • - Article ID 2972037
  • - Research Article

Application of High-Quality Nursing Intervention Based on Humanistic Care Combined with the Project Teaching Method in Patients with Acute Leukemia Undergoing Chemotherapy

Zhiyan Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 8739447
  • - Research Article

Monitoring and Early Warning Analysis of the Epidemic Situation of Escherichia coli Based on Big Data Technology and Cloud Computing

Meishu Yan | Meizi Yan
  • Special Issue
  • - Volume 2022
  • - Article ID 2656405
  • - Research Article

Biomechanical Process of Skeletal Muscle under Training Condition Based on 3D Visualization Technology

Chen Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 1357737
  • - Research Article

Correlation between Selection of Time Window for Acute Cerebral Infarction and Efficacy of Intravascular Stent Implantation

Guanqing Feng | Yu Gong
  • Special Issue
  • - Volume 2022
  • - Article ID 4348396
  • - Research Article

Surgery and Radioactive Iodine Therapeutic Strategy for Patients Greater Than 60 Years of Age with Differentiated Thyroid Cancer

Tao Tang | Jingtai Zhi | ... | Ming Gao
  • Special Issue
  • - Volume 2022
  • - Article ID 2367406
  • - Research Article

Study on the Mental Health of the Elderly under Different Pension Models

Jun Song | Lei Yang | ... | Ying Wu

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