Application of Deep Learning Techniques in Diagnosis of Covid-19 (Coronavirus): A Systematic Review

Pneumonia Classification Using Deep Learning from Chest X-ray Images During COVID-19

(2021) Abdullahi Umar Ibrahim et al.   Cognitive Computation

Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis

(2021) Jannis Born et al.   Applied Sciences-Basel

Developing an Efficient Deep Neural Network for Automatic Detection of COVID-19 Using Chest X-ray Images

(2021) Sobhan Sheykhivand et al.   Alexandria Engineering Journal

Convolutional capsule network for COVID ‐19 detection using radiography images

(2021) Shamik Tiwari et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Shallow Convolutional Neural Network for COVID-19 Outbreak Screening Using Chest X-rays

(2021) Himadri Mukherjee et al.   Cognitive Computation

Social distance monitoring framework using deep learning architecture to control infection transmission of COVID-19 pandemic

(2021) Imran Ahmed et al.   Sustainable Cities and Society

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

(2021) Fatih Demir   APPLIED SOFT COMPUTING

Coronavirus (COVID-19) detection from chest radiology images using convolutional neural networks

(2021) Ghulam Gilanie et al.   Biomedical Signal Processing and Control

Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19

(2021) Aoxiao Zhong et al.   MEDICAL IMAGE ANALYSIS

COVIDetection-Net: A tailored COVID-19 detection from chest radiography images using deep learning

(2021) Ahmed S. Elkorany et al.   OPTIK

CoVNet-19: A Deep Learning model for the detection and analysis of COVID-19 patients

(2021) Priyansh Kedia et al.   APPLIED SOFT COMPUTING

Optimizing testing regimes for the detection of COVID-19 in children and older adults

(2021) Nidhi Chauhan et al.   EXPERT REVIEW OF MOLECULAR DIAGNOSTICS

EDL-COVID: Ensemble Deep Learning for COVID-19 Case Detection From Chest X-Ray Images

(2021) Shanjiang Tang et al.   IEEE Transactions on Industrial Informatics

COVID-19 Detection System Using Chest CT Images and Multiple Kernels-Extreme Learning Machine Based on Deep Neural Network

(2021) M. Turkoglu   IRBM

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

A review of uncertainty quantification in deep learning: Techniques, applications and challenges

(2021) Moloud Abdar et al.   Information Fusion

A systematic review on SARS‐CoV‐2‐associated fungal coinfections

(2021) Shringika Soni et al.   JOURNAL OF MEDICAL VIROLOGY

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

Real-time RT-PCR in COVID-19 detection: issues affecting the results

(2020) Alireza Tahamtan et al.   EXPERT REVIEW OF MOLECULAR DIAGNOSTICS

Deep learning COVID-19 detection bias: accuracy through artificial intelligence

(2020) Shashank Vaid et al.   INTERNATIONAL ORTHOPAEDICS

Using X-ray images and deep learning for automated detection of coronavirus disease

(2020) Khalid El Asnaoui et al.   JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS

Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT

(2020) Lin Li et al.   RADIOLOGY

Coronavirus disease 2019 (COVID-19): A literature review

(2020) Harapan Harapan et al.   Journal of Infection and Public Health

Deep learning for detecting corona virus disease 2019 (COVID-19) on high-resolution computed tomography: a pilot study

(2020) Shuyi Yang et al.   Annals of Translational Medicine

Detection of COVID-19 using CXR and CT images using Transfer Learning and Haralick features

(2020) Varalakshmi Perumal et al.   APPLIED INTELLIGENCE

A Deep Learning and Grad-CAM based Color Visualization Approach for Fast Detection of COVID-19 Cases using Chest X-ray and CT-Scan Images

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

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

Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

(2020) Subhankar Roy et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

COVID-19 Pneumonia Diagnosis Using a Simple 2D Deep Learning Framework With a Single Chest CT Image: Model Development and Validation

(2020) Hoon Ko et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

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

Lung ultrasound in the diagnosis of COVID-19 infection - A case series and review of the literature

(2020) Natalia Buda et al.   Advances in Medical Sciences

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

Learning distinctive filters for COVID-19 detection from chest X-ray using shuffled residual CNN

(2020) R. Karthik et al.   APPLIED SOFT COMPUTING

New and developing diagnostic platforms for COVID-19: A systematic review

(2020) Nidhi Chauhan et al.   EXPERT REVIEW OF MOLECULAR DIAGNOSTICS

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

(2020) Shervin Minaee et al.   MEDICAL IMAGE ANALYSIS

A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images

(2020) Mohamed Loey et al.   NEURAL COMPUTING & APPLICATIONS

End-To-End Deep Learning Framework for Coronavirus (COVID-19) Detection and Monitoring

(2020) Nora El-Rashidy et al.   Electronics

The ensemble deep learning model for novel COVID-19 on CT images

(2020) Tao Zhou et al.   APPLIED SOFT COMPUTING

CoroDet: A deep learning based classification for COVID-19 detection using chest X-ray images

(2020) Emtiaz Hussain et al.   CHAOS SOLITONS & FRACTALS

Deep learning analysis provides accurate COVID-19 diagnosis on chest computed tomography

(2020) D. Javor et al.   EUROPEAN JOURNAL OF RADIOLOGY

A Deep-Learning Diagnostic Support System for the Detection of COVID-19 Using Chest Radiographs

(2020) Matthias Fontanellaz et al.   INVESTIGATIVE RADIOLOGY

Interpretative immune targets and contemporary position for vaccine development against SARS‐CoV‐2: A systematic review

(2020) Nidhi Chauhan et al.   JOURNAL OF MEDICAL VIROLOGY

FSS-2019-nCov: A deep learning architecture for semi-supervised few-shot segmentation of COVID-19 infection

(2020) Mohamed Abdel-Basset et al.   KNOWLEDGE-BASED SYSTEMS

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

COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images

(2020) S. Tabik et al.   IEEE Journal of Biomedical and Health Informatics

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

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

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

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

COVID-AL: The diagnosis of COVID-19 with deep active learning

(2020) Xing Wu et al.   MEDICAL IMAGE ANALYSIS

Deep learning and medical image processing for coronavirus (COVID-19) pandemic: A survey

(2020) Sweta Bhattacharya et al.   Sustainable Cities and Society

A deep learning-based social distance monitoring framework for COVID-19

(2020) Imran Ahmed et al.   Sustainable Cities and Society