AIMC Topic: Pandemics

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Clinical presentation of COVID-19 - a model derived by a machine learning algorithm.

Journal of integrative bioinformatics Mar 4, 2021
COVID-19 pandemic has flooded all triage stations, making it difficult to carefully select those most likely infected. Data on total patients tested, infected, and hospitalized is fragmentary making it difficult to easily select those most likely to ...
Pandemics COVID-19 Algorithms SARS-CoV-2 Humans Machine Learning Male
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Preferences for Artificial Intelligence Clinicians Before and During the COVID-19 Pandemic: Discrete Choice Experiment and Propensity Score Matching Study.

Journal of medical Internet research Mar 2, 2021
BACKGROUND: Artificial intelligence (AI) methods can potentially be used to relieve the pressure that the COVID-19 pandemic has exerted on public health. In cases of medical resource shortages caused by the pandemic, changes in people's preferences f...
Humans Female Artificial Intelligence Adult SARS-CoV-2 Pandemics Male COVID-19 Propensity Score Research Design
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Assessment of the Acceptability and Feasibility of Using Mobile Robotic Systems for Patient Evaluation.

JAMA network open Mar 1, 2021
IMPORTANCE: Before the widespread implementation of robotic systems to provide patient care during the COVID-19 pandemic occurs, it is important to understand the acceptability of these systems among patients and the economic consequences associated ...
Phlebotomy Male Physical Examination Middle Aged Delivery of Health Care Feasibility Studies Humans Triage Hospitals Female Telemedicine Robotics Surveys and Questionnaires Pandemics Aged Emergency Service, Hospital Boston COVID-19 Patient Satisfaction Patient Care Adult Catheterization
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A convolutional neural network architecture for the recognition of cutaneous manifestations of COVID-19.

Dermatologic therapy Feb 28, 2021
During the COVID-19 pandemic, dermatologists reported an array of different cutaneous manifestations of the disease. It is challenging to discriminate COVID-19-related cutaneous manifestations from other closely resembling skin lesions. The aim of th...
Humans SARS-CoV-2 Neural Networks, Computer Deep Learning Pandemics Skin Diseases COVID-19
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Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study.

Journal of medical Internet research Feb 26, 2021
BACKGROUND: During a pandemic, it is important for clinicians to stratify patients and decide who receives limited medical resources. Machine learning models have been proposed to accurately predict COVID-19 disease severity. Previous studies have ty...
Models, Statistical Machine Learning Pandemics Survival Analysis Humans COVID-19 Female Retrospective Studies SARS-CoV-2 Male Middle Aged
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COVID-19 in Iran: Forecasting Pandemic Using Deep Learning.

Computational and mathematical methods in medicine Feb 25, 2021
COVID-19 has led to a pandemic, affecting almost all countries in a few months. In this work, we applied selected deep learning models including multilayer perceptron, random forest, and different versions of long short-term memory (LSTM), using thre...
Time Factors Forecasting Computational Biology Mathematical Concepts Humans Databases, Factual Models, Statistical Neural Networks, Computer Iran SARS-CoV-2 Pandemics Deep Learning COVID-19
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Monitoring social distancing under various low light conditions with deep learning and a single motionless time of flight camera.

PloS one Feb 25, 2021
The purpose of this work is to provide an effective social distance monitoring solution in low light environments in a pandemic situation. The raging coronavirus disease 2019 (COVID-19) caused by the SARS-CoV-2 virus has brought a global crisis with ...
Humans Deep Learning Pandemics Light COVID-19 Photography Physical Distancing
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A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis.

PloS one Feb 25, 2021
The spread of Covid-19 has resulted in worldwide health concerns. Social media is increasingly used to share news and opinions about it. A realistic assessment of the situation is necessary to utilize resources optimally and appropriately. In this re...
Humans Pandemics COVID-19 Deep Learning Social Media Natural Language Processing Supervised Machine Learning Public Opinion
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Public Opinions and Concerns Regarding the Canadian Prime Minister's Daily COVID-19 Briefing: Longitudinal Study of YouTube Comments Using Machine Learning Techniques.

Journal of medical Internet research Feb 23, 2021
BACKGROUND: During the COVID-19 pandemic in Canada, Prime Minister Justin Trudeau provided updates on the novel coronavirus and the government's responses to the pandemic in his daily briefings from March 13 to May 22, 2020, delivered on the official...
COVID-19 Vaccines Canada Longitudinal Studies Social Media Unsupervised Machine Learning Natural Language Processing Quarantine Public Opinion Pandemics Personal Protective Equipment COVID-19 Emigration and Immigration SARS-CoV-2 Financial Stress Public Health Humans Government Financing, Government Public Policy Federal Government
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Patients' Preferences for Artificial Intelligence Applications Versus Clinicians in Disease Diagnosis During the SARS-CoV-2 Pandemic in China: Discrete Choice Experiment.

Journal of medical Internet research Feb 23, 2021
BACKGROUND: Misdiagnosis, arbitrary charges, annoying queues, and clinic waiting times among others are long-standing phenomena in the medical industry across the world. These factors can contribute to patient anxiety about misdiagnosis by clinicians...
Logistic Models Health Expenditures Diagnosis Patient Preference Surveys and Questionnaires Latent Class Analysis Adolescent Time Factors Choice Behavior Diagnostic Techniques and Procedures SARS-CoV-2 Aged Aged, 80 and over Young Adult Adult Male Middle Aged China Pandemics COVID-19 Physicians Female Humans Artificial Intelligence
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