AIMC Topic: COVID-19

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Application of Artificial intelligence in COVID-19-related geriatric care: A scoping review.

Archives of gerontology and geriatrics Jul 22, 2023
BACKGROUND: Older adults have been disproportionately affected by the COVID-19 pandemic. This scoping review aimed to summarize the current evidence of artificial intelligence (AI) use in the screening/monitoring, diagnosis, and/or treatment of COVID...
Databases, Factual Female Aged Pandemics COVID-19 Humans Consensus Artificial Intelligence
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Diagnostic Test Accuracy of Deep Learning Prediction Models on COVID-19 Severity: Systematic Review and Meta-Analysis.

Journal of medical Internet research Jul 21, 2023
BACKGROUND: Deep learning (DL) prediction models hold great promise in the triage of COVID-19.
Deep Learning PubMed Diagnostic Tests, Routine COVID-19 Testing Humans COVID-19 Retrospective Studies
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Harnessing the power of AI: Advanced deep learning models optimization for accurate SARS-CoV-2 forecasting.

PloS one Jul 20, 2023
The pandemic has significantly affected many countries including the USA, UK, Asia, the Middle East and Africa region, and many other countries. Similarly, it has substantially affected Malaysia, making it crucial to develop efficient and precise for...
Africa Deep Learning Asia Forecasting SARS-CoV-2 Humans COVID-19
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A computationally-inexpensive strategy in CT image data augmentation for robust deep learning classification in the early stages of an outbreak.

Biomedical physics & engineering express Jul 18, 2023
Coronavirus disease 2019 (COVID-19) has spread globally for over three years, and chest computed tomography (CT) has been used to diagnose COVID-19 and identify lung damage in COVID-19 patients. Given its widespread, CT will remain a common diagnosti...
Humans Tomography, X-Ray Computed SARS-CoV-2 Deep Learning Pandemics COVID-19
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Artificial intelligence, machine learning and deep learning: Potential resources for the infection clinician.

The Journal of infection Jul 17, 2023
BACKGROUND: Artificial intelligence (AI), machine learning and deep learning (including generative AI) are increasingly being investigated in the context of research and management of human infection.
Humans Deep Learning COVID-19 Algorithms Artificial Intelligence Machine Learning
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Topological deep learning based deep mutational scanning.

Computers in biology and medicine Jul 17, 2023
High-throughput deep mutational scanning (DMS) experiments have significantly impacted protein engineering, drug discovery, immunology, cancer biology, and evolutionary biology by enabling the systematic understanding of protein functions. However, t...
Humans Reproducibility of Results SARS-CoV-2 COVID-19 Deep Learning Mutation
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Impact of E484Q and L452R Mutations on Structure and Binding Behavior of SARS-CoV-2 B.1.617.1 Using Deep Learning AlphaFold2, Molecular Docking and Dynamics Simulation.

International journal of molecular sciences Jul 17, 2023
During the outbreak of COVID-19, many SARS-CoV-2 variants presented key amino acid mutations that influenced their binding abilities with angiotensin-converting enzyme 2 (hACE2) and neutralizing antibodies. For the B.1.617 lineage, there had been fea...
Molecular Dynamics Simulation Mutation Antibodies, Neutralizing Deep Learning Protein Binding COVID-19 SARS-CoV-2 Molecular Docking Simulation Humans
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How can artificial intelligence be utilized for de novo drug design against COVID-19 (SARS-CoV-2)?

Expert opinion on drug discovery Jul 17, 2023
SARS-CoV-2 Drug Design Humans Machine Learning COVID-19 Artificial Intelligence
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Exploring the potential of FDA approved anti-diabetic drugs for repurposing against COVID-19: a core combination of multiple computational strategies and integrated artificial intelligence.

Journal of biomolecular structure & dynamics Jul 16, 2023
The latest variant of coronavirus is omicron. The World Health Organization (WHO) designated variation 'B.1.1.529' named omicron as a variant of concern (VOC) on 26 November 2021. By September 2020, it will have infected over 16 million patients and ...
Humans Artificial Intelligence COVID-19 Antiviral Agents United States Hypoglycemic Agents SARS-CoV-2 Molecular Docking Simulation Drug Approval COVID-19 Drug Treatment Quantitative Structure-Activity Relationship Drug Repositioning United States Food and Drug Administration
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De novo generation of dual-target ligands for the treatment of SARS-CoV-2 using deep learning, virtual screening, and molecular dynamic simulations.

Journal of biomolecular structure & dynamics Jul 14, 2023
De novo generation of molecules with the necessary features offers a promising opportunity for artificial intelligence, such as deep generative approaches. However, creating novel compounds having biological activities toward two distinct targets con...
Molecular Dynamics Simulation Ligands Molecular Docking Simulation Deep Learning Humans COVID-19 SARS-CoV-2 Artificial Intelligence
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