AIMC Topic: Pandemics

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Cascaded 3D UNet architecture for segmenting the COVID-19 infection from lung CT volume.

Scientific reports Feb 23, 2022
World Health Organization (WHO) declared COVID-19 (COronaVIrus Disease 2019) as pandemic on March 11, 2020. Ever since then, the virus is undergoing different mutations, with a high rate of dissemination. The diagnosis and prognosis of COVID-19 are c...
SARS-CoV-2 Lung Deep Learning COVID-19 Tomography, X-Ray Computed Imaging, Three-Dimensional Humans Pandemics
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Predictive and Causal Analysis of No-Shows for Medical Exams During COVID-19: A Case Study of Breast Imaging in a Nationwide Israeli Health Organization.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 21, 2022
"No-shows", defined as missed appointments or late cancellations, is a central problem in healthcare systems. It has appeared to intensify during the COVID-19 pandemic and the nonpharmaceutical interventions, such as closures, taken to slow its sprea...
Israel COVID-19 Humans Causality Pandemics Appointments and Schedules
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A proficient approach to forecast COVID-19 spread via optimized dynamic machine learning models.

Scientific reports Feb 14, 2022
This study aims to develop an assumption-free data-driven model to accurately forecast COVID-19 spread. Towards this end, we firstly employed Bayesian optimization to tune the Gaussian process regression (GPR) hyperparameters to develop an efficient ...
Machine Learning Pandemics COVID-19 Humans Neural Networks, Computer India Bayes Theorem Reproducibility of Results Algorithms SARS-CoV-2 Forecasting Brazil
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Efficient SARS-CoV-2 Quantitative Reverse Transcriptase PCR Saliva Diagnostic Strategy utilizing Open-Source Pipetting Robots.

Journal of visualized experiments : JoVE Feb 11, 2022
The emergence of the recent SARS-CoV-2 global health crisis introduced key challenges for epidemiological research and clinical testing. Characterized by a high rate of transmission and low mortality, the COVID-19 pandemic necessitated accurate and e...
Saliva Specimen Handling Nasopharynx COVID-19 Nucleic Acid Testing Humans SARS-CoV-2 Reverse Transcriptase Polymerase Chain Reaction Pandemics Sensitivity and Specificity Robotics COVID-19 RNA, Viral
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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-...
Spatio-Temporal Analysis Deep Learning India Female Humans Social Media Male Pandemics Vaccination Datasets as Topic Health Resources COVID-19 Decision Making Decision Support Techniques Communicable Disease Control Health Policy
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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...
Datasets as Topic COVID-19 Tomography, X-Ray Computed Humans Deep Learning Pandemics
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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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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...
Pharmaceutical Preparations Alcoholism Communicable Disease Control Humans COVID-19 Pandemics Health Resources SARS-CoV-2 Adolescent Male
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COVID-19 detection in CT and CXR images using deep learning models.

Biogerontology Jan 22, 2022
Infectious diseases pose a threat to human life and could affect the whole world in a very short time. Corona-2019 virus disease (COVID-19) is an example of such harmful diseases. COVID-19 is a pandemic of an emerging infectious disease, called coron...
Humans Pandemics COVID-19 Tomography, X-Ray Computed SARS-CoV-2 Deep Learning
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An extended hybrid fuzzy multi-criteria decision model for sustainable and resilient supplier selection.

Environmental science and pollution research international Jan 20, 2022
The formalization and solution of supplier selection problems (SSPs) based on sustainable (economic, environmental, and social) indicators have become a fundamental tool to perform a strategic analysis of the whole supply chain process and maximize t...
Decision Making Sustainable Development Uncertainty Pandemics Humans COVID-19 Fuzzy Logic
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