Computational Intelligence and Neuroscience

Cognitive Computing Paradigms for Medical Big Data Processing and its Trends


Publishing date
01 Aug 2022
Status
Published
Submission deadline
15 Apr 2022

1Universidad Internacional de la Rioja, La Rioja, Spain

2Bharati Vidyapeeth’s College of Engineering, New Delhi, India

3Gannon University, Pennsylvania, USA


Cognitive Computing Paradigms for Medical Big Data Processing and its Trends

Description

Artificial intelligence (AI) has been proliferating in recent years regarding software algorithms, equipment execution, and applications in a vast number of areas. New advancements and forward leaps will keep on pushing the frontier, widening the scope of AI application and quick improvements are imagined sooner rather than later. Because of the quick advancement of AI programming and equipment advances, AI has been applied in different specialized fields, such as the Internet of Things (IoT), machine vision, automated driving systems, robotics, and natural language processing.

Analysts in the biomedical field have been effectively attempting to apply AI to help improve examination and treatment results and, subsequently, increment the viability of the overall healthcare industry. The advantages that AI can offer to biomedicine were imagined several decades sooner. The AI assistant assesses the person’s symptoms and finds the most appropriate treatment option to the doctor from its analysis. Meanwhile, cognitive computing comes up with information that helps the doctor in providing treatment - where the doctor himself can take the final decision. Thus, for smarter decision making and better human assisting, cognitive computing plays an important role. Evidently, both AI and cognitive computing are based on the ability of machines to sense, reason, act, and adapt based on learned experience. They are similar in purpose and divergent in their tendencies in interacting naturally with humans.

In this Special Issue, we will focus on the most recent advancements of the utilization of cognitive computing in biomedicine, including disease diagnostics, biomedical data processing, clinical data analysis, and biomedical research. Within this framework, this Special Issue aims to bring together the latest developments in the area of “Cognitive Computing Paradigms for Medical Big Data Processing and its Trends”. We welcome original research and review articles.

Potential topics include but are not limited to the following:

  • Cognitive computing for information retrieval techniques in clinical processing
  • Innovative algorithms for cognitive computing frameworks and architecture
  • Future improvements in clinical workflow and visual analytics using cognitive computing
  • Disease forecasting or prediction in healthcare using cognitive computing
  • Cognitive computing trends in biomedical healthcare data analysis
  • Diagnosis and medicine follow-up plans management
  • High dimensionality of big data in health care
  • Prediction of disease using cognitive computing
  • Medicine big data analytics
  • Medical image processing
  • Wearable wireless sensor networks
  • Smart wearable body sensors
  • Cognitive computing in Internet of Health Things
  • Cognitive computing in remote disease monitoring

Articles

  • Special Issue
  • - Volume 2023
  • - Article ID 9769827
  • - Retraction

Retracted: Machine Vision and Intelligent Algorithm Based on Neural Network

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9827489
  • - Retraction

Retracted: Surface Defect Detection Method Based on Improved Attention Mechanism and Feature Fusion Model

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9873483
  • - Retraction

Retracted: Public Security Video Image Detection System Construction Platform in Cloud Computing Environment

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2022
  • - Article ID 5867215
  • - Research Article

A New Data Model for the Privacy Protection of Medical Images

Lijing Ren | Denghui Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 6347307
  • - Review Article

Deep Learning Approaches for Automatic Localization in Medical Images

H. Alaskar | A. Hussain | ... | Arun Kumar Dubey
  • Special Issue
  • - Volume 2022
  • - Article ID 2080840
  • - Research Article

[Retracted] Construction of Economic Security Early Warning System Based on Cloud Computing and Data Mining

Guanghui Yuan | Fei Xie | Huiling Tan
  • Special Issue
  • - Volume 2022
  • - Article ID 2247017
  • - Research Article

[Retracted] A Study on Insulation Monitoring Technology of High-Voltage Cables in Underground Coal Mines Based on Decision Tree

Wenjun Fu | Ying Xu | Yan Gao
  • Special Issue
  • - Volume 2022
  • - Article ID 3514285
  • - Research Article

Optimization for the Human Resources Management Strategy of the IoT Industry Based on AHP

Jingjie Wang | Wei Bai | Yongbin Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 2491051
  • - Research Article

Attentional Biases toward Face-Related Stimuli among Athletes after State Thwarting Need for Relatedness

Na Xu | Xuchang Zhang | ... | Yingchun Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 5335310
  • - Research Article

Quantitative Analysis of Internet of Things Technology on the National Economic Accounting: A Prediction Model Based on the FCM-BP Neural Network Algorithm

Jian-Tao Song

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