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 4001603
  • - Research Article

Research on the Construction of College Students’ Mental Health Security System

Hui Gao
  • Special Issue
  • - Volume 2022
  • - Article ID 7234357
  • - Research Article

[Retracted] The Impact of Noninvasive Ventilator Assisted Ventilation Nursing Combined with Mechanical Vibration on the Level of Heart Failure Indexes in ICU Patients with Acute Heart Failure

Wenze Li | Qifeng Lou
  • Special Issue
  • - Volume 2022
  • - Article ID 4193932
  • - Review Article

Effect of Operating Room Nursing Management on Nosocomial Infection in Orthopedic Surgery: A Meta-Analysis

Yuying He | Jun Chen | ... | Huangjing Qian
  • Special Issue
  • - Volume 2022
  • - Article ID 7363589
  • - Research Article

Application of Esmolol to Control Heart Rate and Artificial Intelligence Reconstruction Analysis for Rapid Zero-Cooperation Emergency Coronary CTA

Chenfeng Ni | Lei Pei | ... | Xiaolong He
  • Special Issue
  • - Volume 2022
  • - Article ID 9311052
  • - Research Article

Characteristics of COVID-19 and Research Progresses on Genetic Engineering Vaccine Based on Big Data

Qixing Wei
  • Special Issue
  • - Volume 2022
  • - Article ID 3889318
  • - Research Article

Let-7a Targeting TNFAPI3 Promotes Vascular Endothelial Cell Apoptosis of Pediatric Patients with Henoch–Schönlein Purpura via NF-κB Signaling Pathway

Mingming Cui | Jilong Liu | ... | Leiming Xi
  • Special Issue
  • - Volume 2022
  • - Article ID 8928021
  • - Research Article

On the Use of Wavelet Domain and Machine Learning for the Analysis of Epileptic Seizure Detection from EEG Signals

K.V. N. Kavitha | Sharmila Ashok | ... | Musah Alhassan
  • Special Issue
  • - Volume 2022
  • - Article ID 1005449
  • - Research Article

Anatomical and Biochemical Traits Related to Blue Leaf Coloration of Selaginella uncinata

Lin Li | Lulu Yang | ... | Rongyan Deng
  • Special Issue
  • - Volume 2022
  • - Article ID 5295881
  • - Research Article

Analysis of Winning Experience and Technical Training Effect of Badminton Match Based on BP Neural Network

Honglian Song
  • Special Issue
  • - Volume 2022
  • - Article ID 1286419
  • - Research Article

[Retracted] A Comparative Study between Proximal Femoral Locking Plate and Multiple Cannulated Screws for Fixation of Femoral Neck Fractures in Young Adults

Jun Zhang | Yunqiang Zhuang | ... | Dichao Huang

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