A survey on artificial intelligence approaches in supporting frontline workers and decision makers for the COVID-19 pandemic

Vaxign-ML: Supervised Machine Learning Reverse Vaccinology Model for Improved Prediction of Bacterial Protective Antigens

(2020) Edison Ong et al.   BIOINFORMATICS

The clinical dynamics of 18 cases of COVID-19 outside of Wuhan, China

(2020) Lei Wang et al.   EUROPEAN RESPIRATORY JOURNAL

Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR

(2020) Victor M Corman et al.   Eurosurveillance

The epidemiology and pathogenesis of coronavirus disease (COVID-19) outbreak

(2020) Hussin A. Rothan et al.   JOURNAL OF AUTOIMMUNITY

Outbreak of pneumonia of unknown etiology in Wuhan, China: The mystery and the miracle

(2020) Hongzhou Lu et al.   JOURNAL OF MEDICAL VIROLOGY

Transmission dynamics of the COVID-19 outbreak and effectiveness of government interventions: A data-driven analysis

(2020) Yaqing Fang et al.   JOURNAL OF MEDICAL VIROLOGY

A Novel Coronavirus from Patients with Pneumonia in China, 2019

(2020) Na Zhu et al.   NEW ENGLAND JOURNAL OF MEDICINE

Sensitivity of Chest CT for COVID-19: Comparison to RT-PCR

(2020) Yicheng Fang et al.   RADIOLOGY

Immediate Psychological Responses and Associated Factors during the Initial Stage of the 2019 Coronavirus Disease (COVID-19) Epidemic among the General Population in China

(2020) Cuiyan Wang et al.   International Journal of Environmental Research and Public Health

The species Severe acute respiratory syndrome-related coronavirus: classifying 2019-nCoV and naming it SARS-CoV-2

(2020)   Nature Microbiology

Deep learning system to screen coronavirus disease 2019 pneumonia

(2020) Charmaine Butt et al.   APPLIED INTELLIGENCE

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

(2020) Kang Zhang et al.   CELL

Any unique image biomarkers associated with COVID-19?

(2020) Jiantao Pu et al.   EUROPEAN RADIOLOGY

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

(2020) Shuo Wang et al.   EUROPEAN RESPIRATORY JOURNAL

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

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

Extracting Possibly Representative COVID-19 Biomarkers from X-ray Images with Deep Learning Approach and Image Data Related to Pulmonary Diseases

(2020) Ioannis D. Apostolopoulos et al.   Journal of Medical and Biological Engineering

Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study

(2020) Fei Zhou et al.   LANCET

Estimation of COVID-19 outbreak size in Italy

(2020) Ashleigh R Tuite et al.   LANCET INFECTIOUS DISEASES

Artificial intelligence–enabled rapid diagnosis of patients with COVID-19

(2020) Xueyan Mei et al.   NATURE MEDICINE

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

(2020) Lin Li et al.   RADIOLOGY

Interpretable artificial intelligence framework for COVID‑19 screening on chest X‑rays

(2020) Nikos Tsiknakis et al.   Experimental and Therapeutic Medicine

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

Modified SEIR and AI prediction of the epidemics trend of COVID-19 in China under public health interventions

(2020) Zifeng Yang et al.   Journal of Thoracic Disease

Seasonality of Respiratory Viral Infections

(2020) Miyu Moriyama et al.   Annual Review of Virology

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

(2020) Sivaramakrishnan Rajaraman et al.   Diagnostics

Composite Monte Carlo decision making under high uncertainty of novel coronavirus epidemic using hybridized deep learning and fuzzy rule induction

(2020) Simon James Fong et al.   APPLIED SOFT COMPUTING

Real-time forecasts and risk assessment of novel coronavirus (COVID-19) cases: A data-driven analysis

(2020) Tanujit Chakraborty et al.   CHAOS SOLITONS & FRACTALS

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

COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approaches

(2020) Mesut Toğaçar et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

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

Classification of COVID-19 patients from chest CT images using multi-objective differential evolution–based convolutional neural networks

(2020) Dilbag Singh et al.   EUROPEAN JOURNAL OF CLINICAL MICROBIOLOGY & INFECTIOUS DISEASES

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

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

Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study

(2020) Davide Brinati et al.   JOURNAL OF MEDICAL SYSTEMS

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

Deep transfer learning artificial intelligence accurately stages COVID-19 lung disease severity on portable chest radiographs

(2020) Jocelyn Zhu et al.   PLoS One

Prediction for the spread of COVID-19 in India and effectiveness of preventive measures

(2020) Anuradha Tomar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Deploying Machine and Deep Learning Models for Efficient Data-Augmented Detection of COVID-19 Infections

(2020) Ahmed Sedik et al.   Viruses-Basel

COVID-19 Coronavirus Vaccine Design Using Reverse Vaccinology and Machine Learning

(2020) Edison Ong et al.   Frontiers in Immunology

COVID-19 infection: Origin, transmission, and characteristics of human coronaviruses

(2020) Muhammad Adnan Shereen et al.   Journal of Advanced Research

A Deep Learning System to Screen Novel Coronavirus Disease 2019 Pneumonia

(2020) Xiaowei Xu et al.   Engineering

COVID-19 Patient Health Prediction Using Boosted Random Forest Algorithm

(2020) Celestine Iwendi et al.   Frontiers in Public Health

Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks

(2020) Narinder Singh Punn et al.   APPLIED INTELLIGENCE

Analysis of Spatial Spread Relationships of Coronavirus (COVID-19) Pandemic in the World using Self Organizing Maps

(2020) Patricia Melin et al.   CHAOS SOLITONS & FRACTALS

Prediction of epidemic trends in COVID-19 with logistic model and machine learning technics

(2020) Peipei Wang et al.   CHAOS SOLITONS & FRACTALS

A novel adaptive deep learning model of Covid-19 with focus on mortality reduction strategies

(2020) Junaid Farooq et al.   CHAOS SOLITONS & FRACTALS

Association between weather data and COVID-19 pandemic predicting mortality rate: Machine learning approaches

(2020) Zohair Malki et al.   CHAOS SOLITONS & FRACTALS

Partial derivative Nonlinear Global Pandemic Machine Learning prediction of COVID 19

(2020) Durga Prasad Kavadi et al.   CHAOS SOLITONS & FRACTALS

Study of ARIMA and least square support vector machine (LS-SVM) models for the prediction of SARS-CoV-2 confirmed cases in the most affected countries

(2020) Sarbjit Singh et al.   CHAOS SOLITONS & FRACTALS

Analysis on novel coronavirus (COVID-19) using machine learning methods

(2020) Milind Yadav et al.   CHAOS SOLITONS & FRACTALS

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

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

Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection

(2020) Jianpeng Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Reassessing the global mortality burden of the 1918 influenza pandemic.

(2018) Peter Spreeuwenberg et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Origin and evolution of pathogenic coronaviruses

(2018) Jie Cui et al.   NATURE REVIEWS MICROBIOLOGY

MERS, SARS and other coronaviruses as causes of pneumonia

(2017) Yudong Yin et al.   RESPIROLOGY

Defining epidemics in computer simulation models: How do definitions influence conclusions?

(2017) Carolyn Orbann et al.   Epidemics

Rotavirus infection

(2017) Sue E. Crawford et al.   Nature Reviews Disease Primers

Hantavirus infections

(2015) T. Avšič-Županc et al.   CLINICAL MICROBIOLOGY AND INFECTION

Isolation of a Novel Coronavirus from a Man with Pneumonia in Saudi Arabia

(2012) Ali M. Zaki et al.   NEW ENGLAND JOURNAL OF MEDICINE