COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian Optimization

TLCoV- An automated Covid-19 screening model using Transfer Learning from Chest X-ray images

(2021) Ayan Kumar Das et al.   CHAOS SOLITONS & FRACTALS

Using handpicked features in conjunction with ResNet-50 for improved detection of COVID-19 from chest X-ray images

(2021) Sheetal Rajpal et al.   CHAOS SOLITONS & FRACTALS

A CNN-based novel solution for determining the survival status of heart failure patients with clinical record data: numeric to image

(2021) Muhammet Fatih Aslan et al.   Biomedical Signal Processing and Control

Learning-to-augment strategy using noisy and denoised data: Improving generalizability of deep CNN for the detection of COVID-19 in X-ray images

(2021) Mohammad Momeny et al.   COMPUTERS IN BIOLOGY AND MEDICINE

CovidXrayNet: Optimizing data augmentation and CNN hyperparameters for improved COVID-19 detection from CXR

(2021) Maram Mahmoud A. Monshi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Hybrid Deep-Learning and Machine-Learning Models for Predicting COVID-19

(2021) Talal S. Qaid et al.   Computational Intelligence and Neuroscience

SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network

(2021) Aayush Kumar et al.   PATTERN RECOGNITION

Enhancement of soft-tissue contrast in cone-beam CT using an anti-scatter grid with a sparse sampling approach

(2020) Sanghoon Cho et al.   Physica Medica-European Journal of Medical Physics

Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography

(2020) Kang Zhang et al.   CELL

Application of Deep Learning for Fast Detection of COVID-19 in X-Rays using nCOVnet

(2020) Harsh Panwar et al.   CHAOS SOLITONS & FRACTALS

Portable chest X-ray in coronavirus disease-19 (COVID-19): A pictorial review

(2020) Adam Jacobi et al.   CLINICAL IMAGING

Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks

(2020) Ali Abbasian Ardakani 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

Deep learning-based multi-view fusion model for screening 2019 novel coronavirus pneumonia: A multicentre study

(2020) Xiangjun Wu et al.   EUROPEAN JOURNAL OF RADIOLOGY

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

New machine learning method for image-based diagnosis of COVID-19

(2020) Mohamed Abd Elaziz et al.   PLoS One

An optimized deep learning architecture for the diagnosis of COVID-19 disease based on gravitational search optimization

(2020) Dalia Ezzat et al.   APPLIED SOFT COMPUTING

Applications of machine learning and artificial intelligence for Covid-19 (SARS-CoV-2) pandemic: A review

(2020) Samuel Lalmuanawma et al.   CHAOS SOLITONS & FRACTALS

Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays

(2020) Zheng Wang et al.   PATTERN RECOGNITION

CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection

(2020) Muhammet Fatih Aslan et al.   APPLIED SOFT COMPUTING

A Comprehensive Survey on Transfer Learning

(2020) Fuzhen Zhuang et al.   PROCEEDINGS OF THE IEEE

MH-COVIDNet: Diagnosis of COVID-19 using deep neural networks and meta-heuristic-based feature selection on X-ray images

(2020) Murat Canayaz   Biomedical Signal Processing and Control

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

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

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

A generalized mean distance-based k-nearest neighbor classifier

(2018) Jianping Gou et al.   EXPERT SYSTEMS WITH APPLICATIONS