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Cascaded deep learning classifiers for computer-aided diagnosis of COVID-19 and pneumonia diseases in X-ray scans
Computer-aided diagnosis (CAD) systems are considered a powerful tool for physicians to
support identification of the novel Coronavirus Disease 2019 (COVID-19) using medical …
support identification of the novel Coronavirus Disease 2019 (COVID-19) using medical …
Image quality assessment: A review to full reference indexes
M Khosravy, N Patel, N Gupta, IK Sethi - Recent Trends in Communication …, 2018 - Springer
An image quality index plays an increasingly vital role in image processing applications for
dynamic monitoring and quality adjustment, optimization and parameter setting of the …
dynamic monitoring and quality adjustment, optimization and parameter setting of the …
Recovery in compressive sensing: a review
A very recent methodology of data sampling with a sub-Nyquist rate is compressive sensing
(CS). CS theory is established based on the higher sparsity of the data containing …
(CS). CS theory is established based on the higher sparsity of the data containing …
Particle swarm optimization of morphological filters for electrocardiogram baseline drift estimation
Electrocardiogram (ECG) is the most vital biosignal of the body. It contains a variety of
important clinical pieces of information and it is the fastest approach to asses the health …
important clinical pieces of information and it is the fastest approach to asses the health …
Model inversion attack: Analysis under gray-box scenario on deep learning based face recognition system
In a wide range of ML applications, the training data contains privacy-sensitive information
that should be kept secure. Training the ML systems by privacy-sensitive data makes the ML …
that should be kept secure. Training the ML systems by privacy-sensitive data makes the ML …
Plant biology-inspired genetic algorithm: superior efficiency to firefly optimizer
N Gupta, M Khosravy, OP Mahela, N Patel - Applications of Firefly …, 2019 - Springer
This chapter analytically compares the efficiency of the recent plant biology-inspired genetic
algorithm (PBGA) and the firefly algorithm (FA) optimizer. The comparison is over a range of …
algorithm (PBGA) and the firefly algorithm (FA) optimizer. The comparison is over a range of …
Compressive sensing in medical signal processing and imaging systems
Technological advancements have helped a lot in improving modern medicine. The
combination of technology and clinical knowledge has allowed for faster and more precise …
combination of technology and clinical knowledge has allowed for faster and more precise …
Evolutionary artificial neural networks: comparative study on state-of-the-art optimizers
Artificial neural networks (ANN) have a great impact on research in the field of artificial
intelligence. It has great capability besides the easy implementation, and due to that, it has …
intelligence. It has great capability besides the easy implementation, and due to that, it has …
Using fuzzy approach in determining critical parameters for optimum safety functions in mega projects (case study: Iran's construction industry)
The construction industry is called a high-risk industry globally, and improving safety in the
construction industry has always been a significant concern in any country. A large number …
construction industry has always been a significant concern in any country. A large number …
A study of crossover operators in genetic algorithms
Crossover is an important operator in genetic algorithms. Although hundreds of application
dependent and independent crossover operators exist in the literature, this chapter provides …
dependent and independent crossover operators exist in the literature, this chapter provides …