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 8424100
  • - Research Article

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

Zhonghua Luo | Keyong Shen | ... | Rongchun Deng
  • Special Issue
  • - Volume 2022
  • - Article ID 4005954
  • - Research Article

Study on Spontaneous Combustion “Three Zones” of the Distribution Law and Integrated Fire Prevention Technology in Mined-Out Area of Lingquan Mine

Linjie Liu | Zhuo Shen | ... | Rongzheng Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 2134627
  • - Research Article

The Internet of Things Term Feature Extraction Method and Its Application in English-Chinese Translation

Lili Jian
  • Special Issue
  • - Volume 2022
  • - Article ID 3236305
  • - Research Article

A New Model for Brain Tumor Detection Using Ensemble Transfer Learning and Quantum Variational Classifier

Javeria Amin | Muhammad Almas Anjum | ... | Pablo Moreno Ger
  • Special Issue
  • - Volume 2022
  • - Article ID 7280695
  • - Research Article

Enterprise Privacy Resource Optimization and Big Data Intelligent Management Strategy Oriented to the Internet of Things

Bo Hou | Rong Huang
  • Special Issue
  • - Volume 2022
  • - Article ID 1310194
  • - Research Article

Effectiveness of English Online Learning Based on Deep Learning

Jie Xu | Yang Liu | ... | Zuguang Qu
  • Special Issue
  • - Volume 2022
  • - Article ID 4753343
  • - Research Article

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

Pengliang Qiao
  • Special Issue
  • - Volume 2022
  • - Article ID 3045107
  • - Research Article

A Blockchain Framework to Secure Personal Health Record (PHR) in IBM Cloud-Based Data Lake

Arvind Panwar | Vishal Bhatnagar | ... | Gaurav Gupta
  • Special Issue
  • - Volume 2022
  • - Article ID 9257827
  • - Research Article

Design of a Smart Art Classroom System Based on Internet of Things

Binbin Guo | Heung Kou | Yanbing Zhou
  • Special Issue
  • - Volume 2022
  • - Article ID 8928632
  • - Research Article

The Modeling of Super Deep Learning Aiming at Knowledge Acquisition in Automatic Driving

Yin Liang | Zecang Gu | Zhaoxi Zhang

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