AIMC Topic: COVID-19

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Enabling CT-Scans for covid detection using transfer learning-based neural networks.

Journal of biomolecular structure & dynamics Feb 6, 2022
Today, we are coping with the pandemic, and the novel virus is covertly evolving day by day. Therefore, a precautionary system to deal with the issue is required as early as possible. The last few years were very challenging for doctors, vaccine make...
Neural Networks, Computer Machine Learning COVID-19 Tomography, X-Ray Computed Humans
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Chest X-ray Classification for the Detection of COVID-19 Using Deep Learning Techniques.

Sensors (Basel, Switzerland) Feb 5, 2022
Recent technological developments pave the path for deep learning-based techniques to be used in almost every domain of life. The precision of deep learning techniques make it possible for these to be used in the medical field for the classification ...
Deep Learning X-Rays Algorithms SARS-CoV-2 Humans Neural Networks, Computer COVID-19
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Spatiotemporal sentiment variation analysis of geotagged COVID-19 tweets from India using a hybrid deep learning model.

Scientific reports Feb 3, 2022
India is a hotspot of the COVID-19 crisis. During the first wave, several lockdowns (L) and gradual unlock (UL) phases were implemented by the government of India (GOI) to curb the virus spread. These phases witnessed many challenges and various day-...
Female Male Health Resources COVID-19 Decision Support Techniques Vaccination Decision Making Health Policy Spatio-Temporal Analysis Deep Learning India Humans Pandemics Communicable Disease Control Social Media Datasets as Topic
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Semantic segmentation of COVID-19 lesions with a multiscale dilated convolutional network.

Scientific reports Feb 3, 2022
Automatic segmentation of infected lesions from computed tomography (CT) of COVID-19 patients is crucial for accurate diagnosis and follow-up assessment. The remaining challenges are the obvious scale difference between different types of COVID-19 le...
Radiography, Thoracic COVID-19 Tomography, X-Ray Computed Female Male Imaging, Three-Dimensional Datasets as Topic Humans Neural Networks, Computer
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Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes.

Scientific reports Feb 2, 2022
The rapid evolution of the novel coronavirus disease (COVID-19) pandemic has resulted in an urgent need for effective clinical tools to reduce transmission and manage severe illness. Numerous teams are quickly developing artificial intelligence appro...
Algorithms Prognosis Tomography, X-Ray Computed Humans COVID-19 Databases, Genetic Image Interpretation, Computer-Assisted Thorax SARS-CoV-2 Deep Learning Image Processing, Computer-Assisted
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COVID-19 Detection Based on Lung Ct Scan Using Deep Learning Techniques.

Computational and mathematical methods in medicine Feb 1, 2022
SARS-CoV-2 is a novel virus, responsible for causing the COVID-19 pandemic that has emerged as a pandemic in recent years. Humans are becoming infected with the virus. In 2019, the city of Wuhan reported the first-ever incidence of COVID-19. COVID-19...
Tomography, X-Ray Computed Deep Learning Datasets as Topic Humans Pandemics COVID-19
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Bike-Sharing Demand Prediction at Community Level under COVID-19 Using Deep Learning.

Sensors (Basel, Switzerland) Jan 29, 2022
An important question in planning and designing bike-sharing services is to support the user's travel demand by allocating bikes at the stations in an efficient and reliable manner which may require accurate short-time demand prediction. This study f...
SARS-CoV-2 Deep Learning Humans Bicycling Pandemics COVID-19
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Deep learning via LSTM models for COVID-19 infection forecasting in India.

PloS one Jan 28, 2022
The COVID-19 pandemic continues to have major impact to health and medical infrastructure, economy, and agriculture. Prominent computational and mathematical models have been unreliable due to the complexity of the spread of infections. Moreover, lac...
Deep Learning India Epidemiological Models Neural Networks, Computer Humans COVID-19 Forecasting
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A Novel Deep Learning-Based Black Fungus Disease Identification Using Modified Hybrid Learning Methodology.

Contrast media & molecular imaging Jan 27, 2022
Currently, countries across the world are suffering from a prominent viral infection called COVID-19. Most countries are still facing several issues due to this disease, which has resulted in several fatalities. The first COVID-19 wave caused devasta...
Deep Learning India Image Processing, Computer-Assisted Support Vector Machine Coinfection COVID-19 Drug Treatment COVID-19 Algorithms Comorbidity Humans Neural Networks, Computer Mucorales Mucormycosis
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Analysis of Clinical Parameters, Drug Consumption and Use of Health Resources in a Southern European Population with Alcohol Abuse Disorder during COVID-19 Pandemic.

International journal of environmental research and public health Jan 26, 2022
The disruption in healthcare attention to people with alcohol dependence, along with psychological decompensation as a consequence of lockdown derived from the COVID-19 pandemic could have a negative impact on people who suffer from alcohol abuse dis...
Health Resources COVID-19 Humans Adolescent Alcoholism Pandemics SARS-CoV-2 Communicable Disease Control Pharmaceutical Preparations Male
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