AIMC Topic: COVID-19 Serological Testing

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COVID-19 IgG antibodies detection based on CNN-BiLSTM algorithm combined with fiber-optic dataset.

Journal of virological methods Aug 16, 2024
The urgent need for efficient and accurate automated screening tools for COVID-19 detection has led to research efforts exploring various approaches. In this study, we present pioneering research on COVID-19 detection using a hybrid model that combin...
Humans Neural Networks, Computer COVID-19 Algorithms Immunoglobulin G SARS-CoV-2 Sensitivity and Specificity Deep Learning ROC Curve Antibodies, Viral Fiber Optic Technology COVID-19 Serological Testing
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A Paper-Based Multiplexed Serological Test to Monitor Immunity against SARS-COV-2 Using Machine Learning.

ACS nano Jun 18, 2024
The rapid spread of SARS-CoV-2 caused the COVID-19 pandemic and accelerated vaccine development to prevent the spread of the virus and control the disease. Given the sustained high infectivity and evolution of SARS-CoV-2, there is an ongoing interest...
Humans Machine Learning COVID-19 Immunoglobulin G SARS-CoV-2 Antibodies, Viral Paper Serologic Tests Immunoglobulin M COVID-19 Serological Testing
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Validity of at-home rapid antigen lateral flow assay and artificial intelligence read to detect SARS-CoV-2.

Diagnostic microbiology and infectious disease Jul 7, 2022
BACKGROUND: The gold standard for COVID-19 diagnosis-reverse-transcriptase polymerase chain reaction (RT-PCR)- is expensive and often slow to yield results whereas lateral flow tests can lack sensitivity.
Humans Artificial Intelligence COVID-19 Reproducibility of Results SARS-CoV-2 Sensitivity and Specificity Time Factors Clinical Trials as Topic Antigens, Viral COVID-19 Nucleic Acid Testing COVID-19 Serological Testing
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Using artificial intelligence to improve COVID-19 rapid diagnostic test result interpretation.

Proceedings of the National Academy of Sciences of the United States of America Mar 23, 2021
Serological rapid diagnostic tests (RDTs) are widely used across pathologies, often providing users a simple, binary result (positive or negative) in as little as 5 to 20 min. Since the beginning of the COVID-19 pandemic, new RDTs for identifying SAR...
Humans Machine Learning COVID-19 SARS-CoV-2 Mobile Applications COVID-19 Serological Testing
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