COVID-19 Diagnosis from Chest X-ray Images Using a Robust Multi-Resolution Analysis Siamese Neural Network with Super-Resolution Convolutional Neural Network

Multi-Channel Based Image Processing Scheme for Pneumonia Identification

(2022) Grace Ugochi Nneji et al.   Diagnostics

Fine-Tuned Siamese Network with Modified Enhanced Super-Resolution GAN Plus Based on Low-Quality Chest X-ray Images for COVID-19 Identification

(2022) Grace Ugochi Nneji et al.   Diagnostics

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

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

(2021) Shuai Wang et al.   EUROPEAN RADIOLOGY

Fast and Accurate Detection of COVID-19 Along With 14 Other Chest Pathologies Using a Multi-Level Classification: Algorithm Development and Validation Study

(2021) Saleh Albahli et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Preferences for Artificial Intelligence Clinicians Before and During the COVID-19 Pandemic: Discrete Choice Experiment and Propensity Score Matching Study

(2021) Taoran Liu et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

A Multimodality Machine Learning Approach to Differentiate Severe and Nonsevere COVID-19: Model Development and Validation

(2021) Yuanfang Chen et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Classification Models for COVID-19 Test Prioritization in Brazil: Machine Learning Approach

(2021) Íris Viana dos Santos Santana et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

A COVID-19 pandemic AI-based system with deep learning forecasting and automatic statistical data acquisition: Development and Implementation Study (Preprint)

(2021) Cheng-Sheng Yu et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

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

Machine Learning Models for Image-Based Diagnosis and Prognosis of COVID-19: Systematic Review

(2021) Mahdieh Montazeri et al.   JMIR Medical Informatics

Boosting COVID-19 Image Classification Using MobileNetV3 and Aquila Optimizer Algorithm

(2021) Mohamed Abd Elaziz et al.   Entropy

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

Correlation of Chest CT and RT-PCR Testing in Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases

(2020) Tao Ai et al.   RADIOLOGY

SARS-CoV-2–Positive Sputum and Feces After Conversion of Pharyngeal Samples in Patients With COVID-19

(2020) Chen Chen et al.   ANNALS OF INTERNAL MEDICINE

Chest CT for detecting COVID-19: a systematic review and meta-analysis of diagnostic accuracy

(2020) Buyun Xu et al.   EUROPEAN RADIOLOGY

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

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

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

(2020) Lin Li et al.   RADIOLOGY

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

Frequency and Distribution of Chest Radiographic Findings in Patients Positive for COVID-19

(2020) Ho Yuen Frank Wong et al.   RADIOLOGY

A Deep Learning System to Screen Novel Coronavirus Disease 2019 Pneumonia

(2020) Xiaowei Xu et al.   Engineering

An Artificial Intelligence Model to Predict the Mortality of COVID-19 Patients at Hospital Admission Time Using Routine Blood Samples: Development and Validation of an Ensemble Model

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

Accurately Differentiating Between Patients With COVID-19, Patients With Other Viral Infections, and Healthy Individuals: Multimodal Late Fusion Learning Approach

(2020) Ming Xu et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Development and External Validation of a Machine Learning Tool to Rule Out COVID-19 Among Adults in the Emergency Department Using Routine Blood Tests: A Large, Multicenter, Real-World Study

(2020) Timothy B Plante et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

COVID-19 X-ray images classification based on enhanced fractional-order cuckoo search optimizer using heavy-tailed distributions

(2020) Dalia Yousri et al.   APPLIED SOFT COMPUTING

PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies

(2019) Robert F. Wolff et al.   ANNALS OF INTERNAL MEDICINE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION