Journal of Healthcare Engineering

Developments in Optimization Algorithms for Smart Healthcare 2022


Publishing date
01 Nov 2022
Status
Published
Submission deadline
24 Jun 2022

1SSN College of Engineering, Chennai, India

2Liverpool John Moores University, Liverpool, UK

3University of Westminster, London, UK


Developments in Optimization Algorithms for Smart Healthcare 2022

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 the 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. In addition to these, novel image acquisition systems are widely adopted in recent times for medical diagnosis. These image acquisition systems suffer from reduced information that can help the medical practitioner to arrive at faster conclusions. The optimization of these systems warrants new research developments to improve the image content. Overall, it can be concluded that 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
  • Optimization of medical image acquisition and analysis system
  • Decision algorithms and data aggregation algorithms in healthcare
  • Data analytics and process management in healthcare
  • Statistical tools in biomedicine
  • Sensor fusion algorithms and process optimization in healthcare
  • Artificial Intelligence-enabled data processing techniques in healthcare
  • Optimization of biotelemetry and metasystems

Articles

  • Special Issue
  • - Volume 2024
  • - Article ID 3733705
  • - Research Article

Channel-Boosted and Transfer Learning Convolutional Neural Network-Based Osteoporosis Detection from CT Scan, Dual X-Ray, and X-Ray Images

R. Dhanagopal | R. Menaka | ... | K. Pradeep
  • Special Issue
  • - Volume 2023
  • - Article ID 9852975
  • - Retraction

Retracted: Identification of Signature Genes and Construction of an Artificial Neural Network Model of Prostate Cancer

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9859680
  • - Retraction

Retracted: Effect of Different Doses of Propofol on Pulmonary Function and Inflammatory Response in Patients with Lung Ischemia Reperfusion Injury Induced by One-Lung Ventilation Based on Big Data Analysis

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9863510
  • - Retraction

Retracted: Analysis of Hazard Factors Affecting the Quality of Life for Lung Cancer Patients after Chemotherapy

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9843721
  • - Retraction

Retracted: Effect of Riluzole on the Expression of HCN2 in Dorsal Root Ganglion Neurons of Diabetic Neuropathic Pain Rats

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9843648
  • - Retraction

Retracted: A Birth Cohort Study of Neurodevelopmental Outcomes from Birth to 2 Years of Age in Preterm Infants under 34 Weeks of Gestation

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9835356
  • - Retraction

Retracted: Serum Level of CEACAM1 in Patients with Nonsmall Cell Lung Cancer and Its Clinical Significance in Cancer Tissue

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9821824
  • - Retraction

Retracted: Correlation of Nursing Quality and Complications in the Hemodialysis Room as well as Nursing Countermeasures

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9801479
  • - Retraction

Retracted: Effect of Early Cognitive Training Combined with Aerobic Exercise on Quality of Life and Cognitive Function Recovery of Patients with Poststroke Cognitive Impairment

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9802185
  • - Retraction

Retracted: MiR-129-5p Inactivates NF-κB Pathway to Block Rheumatoid Arthritis Development via Targeting BRD4

Journal of Healthcare Engineering

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