AIMC Topic: Pandemics

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Deep Learning Based Early Detection Framework for Preliminary Diagnosis of COVID-19 via Onboard Smartphone Sensors.

Sensors (Basel, Switzerland) Oct 15, 2021
The COVID-19 pandemic has affected almost every country causing devastating economic and social disruption and stretching healthcare systems to the limit. Furthermore, while being the current gold standard, existing test methods including NAAT (Nucle...
Smartphone Artificial Intelligence Pandemics SARS-CoV-2 Deep Learning Humans COVID-19
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Advanced robotics as a support in healthcare organizational response: A COVID-19 pandemic case study.

Healthcare management forum Oct 13, 2021
The use of robotics is becoming widespread in healthcare. However, little is known about how robotics can affect the relationship with patients during an emergency or how it impacts clinicians in their organization and work. As a hospital responding ...
SARS-CoV-2 Robotics COVID-19 Delivery of Health Care Humans Pandemics
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Computational investigation of drug bank compounds against 3C-like protease (3CL) of SARS-CoV-2 using deep learning and molecular dynamics simulation.

Molecular diversity Oct 12, 2021
Blocking the main replicating enzyme, 3 Chymotrypsin-like protease (3CL) is the most promising drug development strategy against the SARS-CoV-2 virus, responsible for the current COVID-19 pandemic. In the present work, 9101 drugs obtained from the dr...
Humans Molecular Docking Simulation Deep Learning Antiviral Agents Pandemics SARS-CoV-2 Protease Inhibitors Molecular Dynamics Simulation Coronavirus 3C Proteases COVID-19 Drug Treatment
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MANORAA: A machine learning platform to guide protein-ligand design by anchors and influential distances.

Structure (London, England : 1993) Oct 5, 2021
The MANORAA platform uses structure-based approaches to provide information on drug design originally derived from mapping tens of thousands of amino acids on a grid. In-depth analyses of the pockets, frequently occurring atoms, influential distances...
Proteins Databases, Protein Models, Molecular Protein Binding Computational Biology Machine Learning Crystallography, X-Ray Protein Domains Pandemics Trimethoprim Ligands SARS-CoV-2 Tetrahydrofolate Dehydrogenase Drug Design COVID-19 Humans
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Recurrent Neural Network and Reinforcement Learning Model for COVID-19 Prediction.

Frontiers in public health Oct 4, 2021
Detection and prediction of the novel Coronavirus present new challenges for the medical research community due to its widespread across the globe. Methods driven by Artificial Intelligence can help predict specific parameters, hazards, and outcomes ...
COVID-19 SARS-CoV-2 Humans Artificial Intelligence Pandemics Neural Networks, Computer
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COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble.

Computers in biology and medicine Oct 1, 2021
The COVID-19 pandemic has collapsed the public healthcare systems, along with severely damaging the economy of the world. The SARS-CoV-2 virus also known as the coronavirus, led to community spread, causing the death of more than a million people wor...
SARS-CoV-2 Lung Deep Learning Pandemics COVID-19 Tomography, X-Ray Computed Humans
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Artificial Intelligence Confirming Treatment Success: The Role of Gender- and Age-Specific Scales in Performance Evaluation.

Plastic and reconstructive surgery Sep 28, 2021
In plastic surgery and cosmetic dermatology, photographic data are an invaluable element of research and clinical practice. Additionally, the use of before and after images is a standard documentation method for procedures, and these images are parti...
Coronavirus Infections Pandemics Humans Skin Neoplasms Artificial Intelligence Age Factors
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A New Approach to Predicting Cryptocurrency Returns Based on the Gold Prices with Support Vector Machines during the COVID-19 Pandemic Using Sensor-Related Data.

Sensors (Basel, Switzerland) Sep 21, 2021
In a real-world situation produced under COVID-19 scenarios, predicting cryptocurrency returns accurately can be challenging. Such a prediction may be helpful to the daily economic and financial market. Unlike forecasting the cryptocurrency returns, ...
Gold Commerce SARS-CoV-2 Support Vector Machine Humans Pandemics COVID-19
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Loan default prediction of Chinese P2P market: a machine learning methodology.

Scientific reports Sep 21, 2021
Repayment failures of borrowers have greatly affected the sustainable development of the peer-to-peer (P2P) lending industry. The latest literature reveals that existing risk evaluation systems may ignore important signals and risk factors affecting ...
Machine Learning Pandemics SARS-CoV-2 Risk Factors Financial Management COVID-19 China Financing, Personal Internet Humans
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Examining the Effectiveness of Using Adaptive AI-Enabled e-Learning during the Pandemic of COVID-19.

Journal of healthcare engineering Sep 16, 2021
This study aimed to identify the effect of using adaptive AI-enabled e-learning on developing digital content creative design skills among postgraduate students. The research tools included an achievement test and an observation checklist for rating ...
Humans Artificial Intelligence COVID-19 Pandemics Computer-Assisted Instruction
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