AIMC Topic: Betacoronavirus

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Can AI help in the fight against COVID-19?

The Medical journal of Australia Oct 28, 2020
SARS-CoV-2 Humans Public Health Artificial Intelligence Coronavirus Infections Pandemics Betacoronavirus COVID-19 Pneumonia, Viral
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Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing.

Journal of medical Internet research Oct 28, 2020
BACKGROUND: Many factors involved in the onset and clinical course of the ongoing COVID-19 pandemic are still unknown. Although big data analytics and artificial intelligence are widely used in the realms of health and medicine, researchers are only ...
Hospitalization Pneumonia, Viral Aged Adult Male Retrospective Studies Treatment Outcome Middle Aged Intensive Care Units Humans Electronic Health Records Natural Language Processing Machine Learning Emergency Service, Hospital Female Pandemics Coronavirus Infections SARS-CoV-2 COVID-19 Spain Prognosis Betacoronavirus
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Country-level pandemic risk and preparedness classification based on COVID-19 data: A machine learning approach.

PloS one Oct 28, 2020
In this work we present a three-stage Machine Learning strategy to country-level risk classification based on countries that are reporting COVID-19 information. A K% binning discretisation (K = 25) is used to create four risk groups of countries base...
Support Vector Machine Reagent Kits, Diagnostic Forecasting Decision Trees Disaster Planning SARS-CoV-2 Humans Coronavirus Infections International Cooperation Global Health Machine Learning COVID-19 Testing Pandemics Clinical Laboratory Techniques Risk Assessment Classification COVID-19 Betacoronavirus Models, Theoretical Pneumonia, Viral Algorithms
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Artificial Intelligence for COVID-19: Rapid Review.

Journal of medical Internet research Oct 27, 2020
BACKGROUND: COVID-19 was first discovered in December 2019 and has since evolved into a pandemic.
Pandemics COVID-19 Delivery of Health Care Clinical Decision-Making SARS-CoV-2 Humans Global Health Artificial Intelligence Public Health Coronavirus Infections Betacoronavirus Pneumonia, Viral
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COSMO-RS-Based Descriptors for the Machine Learning-Enabled Screening of Nucleotide Analogue Drugs against SARS-CoV-2.

The journal of physical chemistry letters Oct 26, 2020
Chemical similarity-based approaches employed to repurpose or develop new treatments for emerging diseases, such as COVID-19, correlates molecular structure-based descriptors of drugs with those of a physiological counterpart or clinical phenotype. W...
Molecular Docking Simulation Principal Component Analysis RNA, Viral Drug Evaluation, Preclinical Quantum Theory Coronavirus Infections Nucleotides Binding Sites Betacoronavirus Pneumonia, Viral RNA-Dependent RNA Polymerase Humans Machine Learning Pandemics COVID-19 SARS-CoV-2
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The implementation of a rapid sample preparation method for the detection of SARS-CoV-2 in a diagnostic laboratory in South Africa.

PloS one Oct 20, 2020
The SARS-CoV-2 pandemic has resulted in shortages of both critical reagents for nucleic acid purification and highly trained staff as supply chains are strained by high demand, public health measures and frequent quarantining and isolation of staff. ...
Sensitivity and Specificity Reverse Transcriptase Polymerase Chain Reaction Robotics South Africa RNA, Viral Humans Pandemics COVID-19 Reproducibility of Results SARS-CoV-2 Betacoronavirus Pneumonia, Viral Coronavirus Infections COVID-19 Testing Specimen Handling Laboratories, Hospital Clinical Laboratory Techniques
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Application of an Artificial Intelligence Trilogy to Accelerate Processing of Suspected Patients With SARS-CoV-2 at a Smart Quarantine Station: Observational Study.

Journal of medical Internet research Oct 14, 2020
BACKGROUND: As the COVID-19 epidemic increases in severity, the burden of quarantine stations outside emergency departments (EDs) at hospitals is increasing daily. To address the high screening workload at quarantine stations, all staff members with ...
Artificial Intelligence Pandemics COVID-19 Female SARS-CoV-2 Adult Humans Betacoronavirus Pneumonia, Viral Hospitals, Isolation Middle Aged Surveys and Questionnaires Taiwan Quarantine Coronavirus Infections
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Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study.

Journal of medical Internet research Oct 12, 2020
BACKGROUND: The COVID-19 pandemic is impacting mental health, but it is not clear how people with different types of mental health problems were differentially impacted as the initial wave of cases hit.
Adult Mental Health Male Global Health Middle Aged Pandemics COVID-19 Humans Female Natural Language Processing Anxiety SARS-CoV-2 Adolescent Coronavirus Infections Young Adult Suicidal Ideation Borderline Personality Disorder Stress Disorders, Post-Traumatic Self-Help Groups Social Media Betacoronavirus Pneumonia, Viral
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A comprehensive study on classification of COVID-19 on computed tomography with pretrained convolutional neural networks.

Scientific reports Oct 9, 2020
The use of imaging data has been reported to be useful for rapid diagnosis of COVID-19. Although computed tomography (CT) scans show a variety of signs caused by the viral infection, given a large amount of images, these visual features are difficult...
Image Processing, Computer-Assisted Data Management Coronavirus Infections COVID-19 Betacoronavirus Pneumonia, Viral Databases, Factual Tomography, X-Ray Computed SARS-CoV-2 Lung Humans Neural Networks, Computer Artificial Intelligence Pandemics
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Development and evaluation of an artificial intelligence system for COVID-19 diagnosis.

Nature communications Oct 9, 2020
Early detection of COVID-19 based on chest CT enables timely treatment of patients and helps control the spread of the disease. We proposed an artificial intelligence (AI) system for rapid COVID-19 detection and performed extensive statistical analys...
Male Middle Aged Deep Learning ROC Curve Diagnosis, Differential SARS-CoV-2 Aged Aged, 80 and over Young Adult Adult Pneumonia Coronavirus Infections Betacoronavirus Pneumonia, Viral Humans Artificial Intelligence Pandemics COVID-19 Tomography, X-Ray Computed Female
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