An Overview of Deep Learning Techniques on Chest X-Ray and CT Scan Identification of COVID-19

A deep learning algorithm using CT images to screen for Corona virus disease (COVID-19)

(2021) Shuai Wang et al.   EUROPEAN RADIOLOGY

Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks

(2021) Ali Narin et al.   PATTERN ANALYSIS AND APPLICATIONS

Deep Learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) With CT Images

(2021) Ying Song et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Radiology Perspective of Coronavirus Disease 2019 (COVID-19): Lessons From Severe Acute Respiratory Syndrome and Middle East Respiratory Syndrome

(2020) Melina Hosseiny et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

A familial cluster of pneumonia associated with the 2019 novel coronavirus indicating person-to-person transmission: a study of a family cluster

(2020) Jasper Fuk-Woo Chan et al.   LANCET

2019 Novel Coronavirus (2019-nCoV) Pneumonia

(2020) Peng Liu et al.   RADIOLOGY

CT Imaging Features of 2019 Novel Coronavirus (2019-nCoV)

(2020) Michael Chung et al.   RADIOLOGY

A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images

(2020) Vikash Chouhan et al.   Applied Sciences-Basel

A Fully Automatic Deep Learning System for COVID-19 Diagnostic and Prognostic Analysis

(2020) Shuo Wang et al.   EUROPEAN RESPIRATORY JOURNAL

Detection of SARS-CoV-2 in Different Types of Clinical Specimens

(2020) Wenling Wang et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

The Role of Chest Imaging in Patient Management during the COVID-19 Pandemic: A Multinational Consensus Statement from the Fleischner Society

(2020) Geoffrey D. Rubin et al.   RADIOLOGY

Performance of radiologists in differentiating COVID-19 from viral pneumonia on chest CT

(2020) Harrison X. Bai et al.   RADIOLOGY

Within the Lack of Chest COVID-19 X-ray Dataset: A Novel Detection Model Based on GAN and Deep Transfer Learning

(2020) Mohamed Loey et al.   Symmetry-Basel

Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection Using Chest X-ray

(2020) Tawsifur Rahman et al.   Applied Sciences-Basel

Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays

(2020) Sivaramakrishnan Rajaraman et al.   Diagnostics

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

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

Drawing insights from COVID-19-infected patients using CT scan images and machine learning techniques: a study on 200 patients

(2020) Sachin Sharma   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images

(2020) Deng-Ping Fan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets

(2020) Yujin Oh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated Deep Transfer Learning-Based Approach for Detection of COVID-19 Infection in Chest X-rays

(2020) N. Narayan Das et al.   IRBM

Classification of the COVID-19 infected patients using DenseNet201 based deep transfer learning

(2020) Aayush Jaiswal et al.   JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS

COVIDetectioNet: COVID-19 diagnosis system based on X-ray images using features selected from pre-learned deep features ensemble

(2020) Muammer Turkoglu   APPLIED INTELLIGENCE

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

(2020) Asmaa Abbas et al.   APPLIED INTELLIGENCE

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios

(2020) Rodolfo M. Pereira et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning

(2020) Shervin Minaee et al.   MEDICAL IMAGE ANALYSIS

COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images

(2020) Parnian Afshar et al.   PATTERN RECOGNITION LETTERS

COVID-19 Screening Using a Lightweight Convolutional Neural Network with Generative Adversarial Network Data Augmentation

(2020) Mohd Asyraf Zulkifley et al.   Symmetry-Basel

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

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

Improving the performance of CNN to predict the likelihood of COVID-19 using chest X-ray images with preprocessing algorithms

(2020) Morteza Heidari et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

COVID-CheXNet: hybrid deep learning framework for identifying COVID-19 virus in chest X-rays images

(2020) Alaa S. Al-Waisy et al.   Soft Computing

Automated detection of COVID-19 using ensemble of transfer learning with deep convolutional neural network based on CT scans

(2020) Parisa gifani et al.   International Journal of Computer Assisted Radiology and Surgery

InstaCovNet-19: A deep learning classification model for the detection of COVID-19 patients using Chest X-ray

(2020) Anunay Gupta et al.   APPLIED SOFT COMPUTING

A gentle introduction to deep learning in medical image processing

(2019) Andreas Maier et al.   Zeitschrift fur Medizinische Physik

Deep learning: new computational modelling techniques for genomics

(2019) Gökcen Eraslan et al.   NATURE REVIEWS GENETICS

Computer vision detection of foreign objects in walnuts using deep learning

(2019) Dian Rong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Multimedia Big Data Analytics

(2018) Samira Pouyanfar et al.   ACM COMPUTING SURVEYS

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Deep Learning with Microfluidics for Biotechnology

(2018) Jason Riordon et al.   TRENDS IN BIOTECHNOLOGY

An overview of deep learning in medical imaging focusing on MRI

(2018) Alexander Selvikvåg Lundervold et al.   Zeitschrift fur Medizinische Physik

Coronaviruses

(2014) Jaffar A. Al-Tawfiq et al.   CURRENT OPINION IN INFECTIOUS DISEASES