Choquet Integral and Coalition Game-Based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-Ray Images

Choquet Integral and Coalition Game-Based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-Ray Images

Under the present circumstances, when we are still under the threat of different strains of coronavirus, and since the most widely used method for COVID-19 detection, RT-PCR is a tedious and time-consuming manual procedure with poor precision, the application of Artificial Intelligence (AI) and Comp...

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Bibliographic Details
Main Authors: Bhowal, P. (Author), Geem, Z.W (Author), Sarkar, R. (Author), Sen, S. (Author), Yoon, J.H (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2021
Subjects:
Aggregation functions
Article
artificial intelligence
Artificial Intelligence
Chest X-ray image
Chest X-Ray Images
choquet integral
Choquet Integral
classification algorithm
Classification performance
classifier
Coalition Game
coalition game theory
Computer aided diagnosis
Computer Aided Diagnosis(CAD)
computer assisted tomography
computer language
coronavirus disease 2019
COVID-19
decision tree
deep learning
Deep learning
Deep Learning
diagnostic accuracy
Ensemble learning
entropy
feature extraction
Fuzzy approximation
Fuzzy systems
game
Game theory
genetic algorithm
human
Humans
Image repository
information science
Information theory
Information Theory
Integral equations
Lambda Fuzzy
learning algorithm
Learning systems
machine learning
protein secondary structure
SARS-CoV-2
support vector machine
thorax radiography
training
Weighting scheme
X ray
X-Rays
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