AIMC Topic: Betacoronavirus

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A fully automatic deep learning system for COVID-19 diagnostic and prognostic analysis.

The European respiratory journal Aug 6, 2020
Coronavirus disease 2019 (COVID-19) has spread globally, and medical resources become insufficient in many regions. Fast diagnosis of COVID-19 and finding high-risk patients with worse prognosis for early prevention and medical resource optimisation ...
Aged Adult Male Middle Aged Lung Humans Retrospective Studies Pandemics Tomography, X-Ray Computed Lung Diseases, Fungal COVID-19 Female Deep Learning Pneumonia, Bacterial Prognosis Image Processing, Computer-Assisted Betacoronavirus SARS-CoV-2 Area Under Curve Pneumonia, Viral Coronavirus Infections Pneumonia, Mycoplasma Automation
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How artificial intelligence (AI) could have helped our medical education during the COVID-19 pandemic - A student's perspective.

Medical teacher Aug 5, 2020
Humans Artificial Intelligence Pandemics COVID-19 SARS-CoV-2 Students Coronavirus Infections Education, Medical Betacoronavirus Pneumonia, Viral
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Mathematical models and deep learning for predicting the number of individuals reported to be infected with SARS-CoV-2.

Journal of the Royal Society, Interface Aug 5, 2020
We introduce a novel methodology for predicting the time evolution of the number of individuals in a given country reported to be infected with SARS-CoV-2. This methodology, which is based on the synergy of explicit mathematical formulae and deep lea...
Humans Pandemics COVID-19 SARS-CoV-2 Deep Learning Pneumonia, Viral Europe Models, Biological Coronavirus Infections Betacoronavirus
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Utility of Artificial Intelligence Amidst the COVID 19 Pandemic: A Review.

Journal of medical systems Aug 1, 2020
The term machine learning refers to a collection of tools used for identifying patterns in data. As opposed to traditional methods of pattern identification, machine learning tools relies on artificial intelligence to map out patters from large amoun...
COVID-19 Algorithms SARS-CoV-2 Coronavirus Infections Betacoronavirus Humans Artificial Intelligence Machine Learning Pandemics Pneumonia, Viral
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Common cardiovascular risk factors and in-hospital mortality in 3,894 patients with COVID-19: survival analysis and machine learning-based findings from the multicentre Italian CORIST Study.

Nutrition, metabolism, and cardiovascular diseases : NMCD Jul 31, 2020
BACKGROUND AND AIMS: There is poor knowledge on characteristics, comorbidities and laboratory measures associated with risk for adverse outcomes and in-hospital mortality in European Countries. We aimed at identifying baseline characteristics predisp...
Pneumonia, Viral Aged, 80 and over Young Adult C-Reactive Protein Adult Coronavirus Infections Male Survival Analysis Cardiovascular Diseases Betacoronavirus Middle Aged Retrospective Studies Adolescent Humans Female Hospital Mortality SARS-CoV-2 Machine Learning Glomerular Filtration Rate Risk Factors Pandemics Age Factors Aged COVID-19
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Repurpose Open Data to Discover Therapeutics for COVID-19 Using Deep Learning.

Journal of proteome research Jul 24, 2020
There have been more than 2.2 million confirmed cases and over 120 000 deaths from the human coronavirus disease 2019 (COVID-19) pandemic, caused by the novel severe acute respiratory syndrome coronavirus (SARS-CoV-2), in the United States alone. How...
Drug Repositioning Coronavirus Infections Betacoronavirus Pneumonia, Viral Humans Pandemics COVID-19 SARS-CoV-2 Transcriptome Deep Learning Antiviral Agents Proteome
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Review of Big Data Analytics, Artificial Intelligence and Nature-Inspired Computing Models towards Accurate Detection of COVID-19 Pandemic Cases and Contact Tracing.

International journal of environmental research and public health Jul 24, 2020
The emergence of the 2019 novel coronavirus (COVID-19) which was declared a pandemic has spread to 210 countries worldwide. It has had a significant impact on health systems and economic, educational and social facets of contemporary society. As the ...
Coronavirus Infections Contact Tracing Betacoronavirus Pandemics COVID-19 Computer Simulation SARS-CoV-2 Big Data Humans Artificial Intelligence Pneumonia, Viral
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Drawing insights from COVID-19-infected patients using CT scan images and machine learning techniques: a study on 200 patients.

Environmental science and pollution research international Jul 22, 2020
As the whole world is witnessing what novel coronavirus (COVID-19) can do to the mankind, it presents several unique features also. In the absence of specific vaccine for COVID-19, it is essential to detect the disease at an early stage and isolate a...
Humans Machine Learning Pandemics COVID-19 Tomography, X-Ray Computed SARS-CoV-2 Moscow Betacoronavirus Pneumonia, Viral China India Italy Coronavirus Infections
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Artificial intelligence mobile health platform for early detection of COVID-19 in quarantine subjects using a wearable biosensor: protocol for a randomised controlled trial.

BMJ open Jul 22, 2020
INTRODUCTION: There is an outbreak of COVID-19 worldwide. As there is no effective therapy or vaccine yet, rigorous implementation of traditional public health measures such as isolation and quarantine remains the most effective tool to control the o...
Pneumonia, Viral Blood Gas Monitoring, Transcutaneous Skin Temperature Cloud Computing Respiratory Rate Pandemics Clinical Laboratory Techniques COVID-19 Betacoronavirus SARS-CoV-2 COVID-19 Testing Wearable Electronic Devices Heart Rate Smartphone Early Diagnosis Mobile Applications Hong Kong Randomized Controlled Trials as Topic Quarantine Coronavirus Infections Telemedicine Humans Artificial Intelligence
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Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning.

Medical image analysis Jul 21, 2020
The COVID-19 pandemic is causing a major outbreak in more than 150 countries around the world, having a severe impact on the health and life of many people globally. One of the crucial step in fighting COVID-19 is the ability to detect the infected p...
Humans Neural Networks, Computer Pandemics COVID-19 Betacoronavirus Data Interpretation, Statistical Pneumonia, Viral Radiographic Image Interpretation, Computer-Assisted Coronavirus Infections Datasets as Topic Radiography, Thoracic SARS-CoV-2 Sensitivity and Specificity Deep Learning Diagnosis, Differential Predictive Value of Tests
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