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 2022
  • - Article ID 3500552
  • - Research Article

Detection of Dental Diseases through X-Ray Images Using Neural Search Architecture Network

Abdullah S. AL-Malaise AL-Ghamdi | Mahmoud Ragab | ... | Deepika Koundal
  • Special Issue
  • - Volume 2022
  • - Article ID 1578005
  • - Research Article

Equivalence Assessment Method of Forest Tourism Safety Based on Internet of Things Application

Yuan Qi | Xuan Gao
  • Special Issue
  • - Volume 2022
  • - Article ID 6344571
  • - Research Article

Research on Feature Extraction and Chinese Translation Method of Internet-of-Things English Terminology

Huasu Li
  • Special Issue
  • - Volume 2022
  • - Article ID 4746629
  • - Research Article

Multiscale Layout and Planning of Smart Gardens in the Environment of Agricultural Internet of Things

Xiuting Geng | Ou Chun
  • Special Issue
  • - Volume 2022
  • - Article ID 5396393
  • - Research Article

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

Peifen Ding | Baoqi Zhao
  • Special Issue
  • - Volume 2022
  • - Article ID 7261193
  • - Research Article

Sports Energy Consumption Evaluation Based on Improved Adaptive Weighted Data Fusion Energy-Saving Algorithm

Ling Han | Yanping Jiang
  • Special Issue
  • - Volume 2022
  • - Article ID 8138046
  • - Research Article

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

Nan Nan
  • Special Issue
  • - Volume 2022
  • - Article ID 9382048
  • - Research Article

Application of 5G Internet of Things Technology in the Design of Physical Education Platform

Jing Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 9832244
  • - Research Article

Research on Compression Sensing Positioning Algorithm of Indoor Complex Environment Visible Light Indoor Based on Hybrid APIT

Yi Li
  • Special Issue
  • - Volume 2022
  • - Article ID 1744411
  • - Research Article

A Study on the Influence of Traditional Architectural Elements on the Urban Context from the Perspective of Perception: Taking the Yangtze River Delta, the Pearl River Delta, and the Bohai Rim as Examples

Tingting Niu | Ruibin Li

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