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 9862801
  • - Retraction

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

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9845365
  • - Retraction

Retracted: Reform of PBL Teaching Mode of Microcomputer System and Embedded Application Course Group

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9845610
  • - Retraction

Retracted: Image Matching Algorithm Based on the Pattern Recognition Genetic Algorithm

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9761270
  • - Retraction

Retracted: Optimization of AES-128 Encryption Algorithm for Security Layer in ZigBee Networking of Internet of Things

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9813673
  • - Retraction

Retracted: Research and Application of the Data Mining Technology in Economic Intelligence System

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9874260
  • - Retraction

Retracted: Efficiency Measurement of Urban and Rural Logistics Supply Chain System Based on Fuzzy Algorithm

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9838649
  • - Retraction

Retracted: Three-Dimensional Optimization Development and Regulation of Land Space Based on Spatial Equilibrium Model

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9847601
  • - Retraction

Retracted: Research on Face Recognition Algorithm Based on Image Processing

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9831835
  • - Retraction

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

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9825603
  • - Retraction

Retracted: Integration and Development of Enterprise Internal Audit and Big Data Based on Data Mining Technology

Computational Intelligence and Neuroscience

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