Multi-classification deep CNN model for diagnosing COVID-19 using iterative neighborhood component analysis and iterative ReliefF feature selection techniques with X-ray images

A novel Covid-19 and pneumonia classification method based on F-transform

(2021) Turker Tuncer et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images

(2021) Tawsifur Rahman et al.   COMPUTERS IN BIOLOGY AND MEDICINE

DeepCoroNet: A deep LSTM approach for automated detection of COVID-19 cases from chest X-ray images

(2021) Fatih Demir   APPLIED SOFT COMPUTING

Deep-chest: Multi-classification deep learning model for diagnosing COVID-19, pneumonia, and lung cancer chest diseases

(2021) Dina M. Ibrahim et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An automated COVID-19 detection based on fused dynamic exemplar pyramid feature extraction and hybrid feature selection using deep learning

(2021) Fatih Ozyurt et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A new approach for computer-aided detection of coronavirus (COVID-19) from CT and X-ray images using machine learning methods

(2021) Ahmet Saygılı   APPLIED SOFT COMPUTING

Wave height prediction with single input parameter by using regression methods

(2020) Narin Karabulut et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Characteristics of and Important Lessons From the Coronavirus Disease 2019 (COVID-19) Outbreak in China

(2020) Zunyou Wu et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Combination of RT‐qPCR Testing and Clinical Features For Diagnosis of COVID‐19 facilitates management of SARS‐CoV‐2 Outbreak

(2020) Yishan Wang et al.   JOURNAL OF MEDICAL VIROLOGY

A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization

(2020) Majid Nour et al.   APPLIED SOFT COMPUTING

An automated Residual Exemplar Local Binary Pattern and iterative ReliefF based COVID-19 detection method using chest X-ray image

(2020) Turker Tuncer et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization

(2020) Tanvir Mahmud et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automated detection of COVID-19 cases using deep neural networks with X-ray images

(2020) Tulin Ozturk et al.   COMPUTERS IN BIOLOGY AND MEDICINE

COVIDiagnosis-Net: Deep Bayes-SqueezeNet based diagnosis of the coronavirus disease 2019 (COVID-19) from X-ray images

(2020) Ferhat Ucar et al.   MEDICAL HYPOTHESES

COVID-19 detection and disease progression visualization: Deep learning on chest X-rays for classification and coarse localization

(2020) Tahmina Zebin et al.   APPLIED INTELLIGENCE

Deep transfer learning-based automated detection of COVID-19 from lung CT scan slices

(2020) Sakshi Ahuja et al.   APPLIED INTELLIGENCE

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

(2020) Asmaa Abbas et al.   APPLIED INTELLIGENCE

Deep learning based detection and analysis of COVID-19 on chest X-ray images

(2020) Rachna Jain et al.   APPLIED INTELLIGENCE

Cascaded deep learning classifiers for computer-aided diagnosis of COVID-19 and pneumonia diseases in X-ray scans

(2020) Mohamed Esmail Karar et al.   Complex & Intelligent Systems

Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniques

(2020) Turker Tuncer et al.   KNOWLEDGE-BASED SYSTEMS

Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study

(2020) Soumya Ranjan Nayak et al.   Biomedical Signal Processing and Control

Prediction of COVID-19 - Pneumonia based on Selected Deep Features and One Class Kernel Extreme Learning Machine

(2020) Muhammad Attique Khan et al.   COMPUTERS & ELECTRICAL ENGINEERING

Lightweight deep learning models for detecting COVID-19 from chest X-ray images

(2020) Stefanos Karakanis et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep learning approaches for COVID-19 detection based on chest X-ray images

(2020) Aras M. Ismael et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detection of lung cancer on chest CT images using minimum redundancy maximum relevance feature selection method with convolutional neural networks

(2019) Mesut Toğaçar et al.   Biocybernetics and Biomedical Engineering

Classification of focal and non-focal EEG signals using neighborhood component analysis and machine learning algorithms

(2018) Shivarudhrappa Raghu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predication of different stages of Alzheimer’s disease using neighborhood component analysis and ensemble decision tree

(2018) Mingwu Jin et al.   JOURNAL OF NEUROSCIENCE METHODS