Scientific Programming

Managing Big Data, Visualization and its Analytics in Healthcare Based on Scientific Programming 2021


Publishing date
01 Sep 2021
Status
Closed
Submission deadline
30 Apr 2021

Lead Editor

1University of Swabi, Swabi, Pakistan

2Qatar University, Doha, Qatar

3Complutense University of Madrid, Madrid, Spain

4Islamia College, Peshawar, Pakistan

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

Managing Big Data, Visualization and its Analytics in Healthcare Based on Scientific Programming 2021

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

Description

Healthcare systems are being developed with the passage of time and have been digitally transmuted by technological advancements in medical information systems, electronic medical records, wearable and smart devices, and handheld devices. The growth in medical big data, alongside the development of computational approaches in the area of healthcare, has empowered researchers and practitioners to extract and visualize medical big data in a new spectrum.

Scientific programming is considered to be a key tool and plays an important role in providing solutions to existing and future issues involved in the managing of large scale data in healthcare, such as by supporting in the processing of huge data volumes, complex system modelling, and sourcing derivations from healthcare data and simulations. Programming tools, including Apache Hadoop, Informatica PowerCenter, and Tableau, analyze data extremely efficiently and enable the visualization of meaningful insights extracted from big data. Visualization will be a key tool in creating images, diagrams, or animations by which to communicate healthcare messages and enhance understanding.

This Special Issue invites original research articles and review articles that address the incorporation of big data and healthcare based on scientific programming and its applications. Research that considers technological and computational barriers to big data management is particularly welcome.

Potential topics include but are not limited to the following:

  • Scientific programming tools and their applications in healthcare big data
  • Scientific programming for medical big data visualization and representation
  • Machine and/or deep learning algorithms and applications in big data analytics for healthcare
  • Accurate decision support systems for big data in healthcare
  • Data mining in IoT and healthcare systems
  • Data warehouse and knowledge representation in healthcare technologies
  • Overview of the tools for healthcare data
  • Massive information in healthcare
  • Probabilistic computing approaches to the management of big data in healthcare
  • Decision support systems for healthcare big data and massive information

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 7253832
  • - Research Article

Financial Risk Control Model Based on Deep Neural Networks

Jinghong Xu | Daguang Yang
  • Special Issue
  • - Volume 2021
  • - Article ID 3212882
  • - Research Article

Research on Deep Learning Algorithm in Cultural and Creative Product Design

Wenming Liu | Fusheng Kou | Hengbo Huang
  • Special Issue
  • - Volume 2021
  • - Article ID 3315695
  • - Research Article

Iranian COVID-19 Publications in LitCovid: Text Mining and Topic Modeling

Meisam Dastani | Farshid Danesh
  • Special Issue
  • - Volume 2021
  • - Article ID 5540024
  • - Research Article

Cervical Cancer Diagnosis Model Using Extreme Gradient Boosting and Bioinspired Firefly Optimization

Irfan Ullah Khan | Nida Aslam | ... | Maryam Balabeed
  • Special Issue
  • - Volume 2021
  • - Article ID 3370580
  • - Research Article

Big Data and Deep Learning Model for FMS Score Prediction of Aerobics Athletes

Wenying Xiong | Dongqin Huang | Wei Xu
  • Special Issue
  • - Volume 2021
  • - Article ID 9988823
  • - Research Article

A Novel Adaptive Mutation PSO Optimized SVM Algorithm for sEMG-Based Gesture Recognition

Le Cao | Wenyan Zhang | ... | Wei Yao
  • Special Issue
  • - Volume 2021
  • - Article ID 6971906
  • - Research Article

Flipped Classroom Design of College Ideological and Political Courses Based on Long Short-Term Memory Networks

Fei Su | Zhe Fan
  • Special Issue
  • - Volume 2021
  • - Article ID 5795884
  • - Research Article

Student Physical Health Information Management Model under Big Data Environment

Hui Wang | Ning Wang | ... | YaYa Shi
  • Special Issue
  • - Volume 2021
  • - Article ID 2934943
  • - Research Article

Group Behavior Pattern Recognition Algorithm Based on Spatio-Temporal Graph Convolutional Networks

Xinfang Chen | Venkata Dinavahi
  • Special Issue
  • - Volume 2021
  • - Article ID 9957323
  • - Research Article

Cluster-Based Antiphishing (CAP) Model for Smart Phones

Mohammad Faisal | Sa’ed Abed
Scientific Programming
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Acceptance rate50%
Submission to final decision42 days
Acceptance to publication25 days
CiteScore1.100
Journal Citation Indicator0.450
Impact Factor1.672
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Article of the Year Award: Outstanding research contributions of 2021, as selected by our Chief Editors. Read the winning articles.