AIMC Topic: COVID-19 Testing

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An Insight of the First Community Infected COVID-19 Patient in Beijing by Imported Case: Role of Deep Learning-Assisted CT Diagnosis.

Chinese medical sciences journal = Chung-kuo i hsueh k'o hsueh tsa chih Mar 31, 2021
In the era of coronavirus disease 2019 (COVID-19) pandemic, imported COVID-19 cases pose great challenges to many countries. Chest CT examination is considered to be complementary to nucleic acid test for COVID-19 detection and diagnosis. We report t...
COVID-19 Tomography, X-Ray Computed Adult Humans COVID-19 Testing Beijing Community-Acquired Infections Lung Deep Learning Male
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Deus Ex Machina? Predicting SARS-CoV-2 Infection from Lab Tests Using Machine Learning.

Clinical chemistry Nov 1, 2020
Betacoronavirus Pneumonia, Viral Programming Languages Laboratories Blood Cell Count Clinical Laboratory Techniques Probability Reverse Transcriptase Polymerase Chain Reaction Coronavirus Infections COVID-19 Testing Electronic Health Records SARS-CoV-2 Humans Machine Learning COVID-19 Algorithms Pandemics
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Routine Laboratory Blood Tests Predict SARS-CoV-2 Infection Using Machine Learning.

Clinical chemistry Nov 1, 2020
BACKGROUND: Accurate diagnostic strategies to identify SARS-CoV-2 positive individuals rapidly for management of patient care and protection of health care personnel are urgently needed. The predominant diagnostic test is viral RNA detection by RT-PC...
Humans Machine Learning Pandemics Aged Young Adult Adult Retrospective Studies Female COVID-19 Coronavirus Infections COVID-19 Testing Pneumonia, Viral Hematologic Tests Clinical Laboratory Techniques Reverse Transcriptase Polymerase Chain Reaction Male Laboratories ROC Curve Middle Aged Models, Theoretical
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An artificial intelligence approach to COVID-19 infection risk assessment in virtual visits: A case report.

Journal of the American Medical Informatics Association : JAMIA Aug 1, 2020
OBJECTIVE: In an effort to improve the efficiency of computer algorithms applied to screening for coronavirus disease 2019 (COVID-19) testing, we used natural language processing and artificial intelligence-based methods with unstructured patient dat...
Deep Learning ROC Curve Pneumonia, Viral Coronavirus Infections Telemedicine Neural Networks, Computer Clinical Laboratory Techniques Electronic Health Records Natural Language Processing South Carolina COVID-19 Testing COVID-19 Artificial Intelligence SARS-CoV-2 Betacoronavirus Organizational Case Studies Algorithms Pandemics Risk Assessment Humans
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Using a simple open-source automated machine learning algorithm to forecast COVID-19 spread: A modelling study.

Advances in respiratory medicine Jan 1, 2020
INTRODUCTION: Machine learning algorithms have been used to develop prediction models in various infectious and non-infectious settings including interpretation of images in predicting the outcome of diseases. We demonstrate the application of one su...
Information Storage and Retrieval Forecasting Pandemics Female Clinical Laboratory Techniques Humans COVID-19 Betacoronavirus Algorithms SARS-CoV-2 Coronavirus Infections COVID-19 Testing Male Models, Statistical Pneumonia, Viral Machine Learning
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