AIMC Topic: Pandemics
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Development and evaluation of an artificial intelligence system for COVID-19 diagnosis.
Nature communications
Oct 9, 2020
Early detection of COVID-19 based on chest CT enables timely treatment of patients and helps control the spread of the disease. We proposed an artificial intelligence (AI) system for rapid COVID-19 detection and performed extensive statistical analys...
Evaluation of a genetic risk score for severity of COVID-19 using human chromosomal-scale length variation.
Human genomics
Oct 9, 2020
INTRODUCTION: The course of COVID-19 varies from asymptomatic to severe in patients. The basis for this range in symptoms is unknown. One possibility is that genetic variation is partly responsible for the highly variable response. We evaluated how w...
Machine learning based early warning system enables accurate mortality risk prediction for COVID-19.
Nature communications
Oct 6, 2020
Soaring cases of coronavirus disease (COVID-19) are pummeling the global health system. Overwhelmed health facilities have endeavored to mitigate the pandemic, but mortality of COVID-19 continues to increase. Here, we present a mortality risk predict...
Clinical Predictive Models for COVID-19: Systematic Study.
Journal of medical Internet research
Oct 6, 2020
BACKGROUND: COVID-19 is a rapidly emerging respiratory disease caused by SARS-CoV-2. Due to the rapid human-to-human transmission of SARS-CoV-2, many health care systems are at risk of exceeding their health care capacities, in particular in terms of...
Humans
Neural Networks, Computer
Machine Learning
Pandemics
Predictive Value of Tests
Area Under Curve
Coronavirus Infections
COVID-19 Testing
Public Health Informatics
Hospitalization
Clinical Laboratory Techniques
Sensitivity and Specificity
Betacoronavirus
Brazil
Pneumonia, Viral
Respiration, Artificial
ROC Curve
COVID-19
Algorithms
Retrospective Studies
Intensive Care Units
SARS-CoV-2
Prediction and analysis of Corona Virus Disease 2019.
PloS one
Oct 5, 2020
The outbreak of Corona Virus Disease 2019 (COVID-19) in Wuhan has significantly impacted the economy and society globally. Countries are in a strict state of prevention and control of this pandemic. In this study, the development trend analysis of th...
How to Improve Compliance with Protective Health Measures during the COVID-19 Outbreak: Testing a Moderated Mediation Model and Machine Learning Algorithms.
International journal of environmental research and public health
Oct 4, 2020
In the wake of the sudden spread of COVID-19, a large amount of the Italian population practiced incongruous behaviors with the protective health measures. The present study aimed at examining psychological and psychosocial variables that could predi...
A Novel Strategy for the Development of Vaccines for SARS-CoV-2 (COVID-19) and Other Viruses Using AI and Viral Shell Disorder.
Journal of proteome research
Oct 2, 2020
A model that predicts levels of coronavirus (CoV) respiratory and fecal-oral transmission potentials based on the shell disorder has been built using neural network (artificial intelligence, AI) analysis of the percentage of disorder (PID) in the nuc...
Can routine laboratory variables predict survival in COVID-19? An artificial neural network-based approach.
Clinical chemistry and laboratory medicine
Oct 2, 2020
Identification of Risk Factors and Symptoms of COVID-19: Analysis of Biomedical Literature and Social Media Data.
Journal of medical Internet research
Oct 2, 2020
BACKGROUND: In December 2019, the COVID-19 outbreak started in China and rapidly spread around the world. Lack of a vaccine or optimized intervention raised the importance of characterizing risk factors and symptoms for the early identification and s...
Disease Outbreaks
Diarrhea
Antiviral Agents
Social Media
Cough
Pandemics
COVID-19
Retrospective Studies
SARS-CoV-2
Risk Factors
Dyspnea
Fatigue
Humans
Oxygen Inhalation Therapy
Machine Learning
Myalgia
Betacoronavirus
Pneumonia, Viral
Publications
Fever
Headache
Coronavirus Infections
Data Collection
Artificial intelligence in pulmonary medicine: computer vision, predictive model and COVID-19.
European respiratory review : an official journal of the European Respiratory Society
Oct 1, 2020
Artificial intelligence (AI) is transforming healthcare delivery. The digital revolution in medicine and healthcare information is prompting a staggering growth of data intertwined with elements from many digital sources such as genomics, medical ima...
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