AIMC Topic: Coronavirus Infections
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Pandemic number five - Latest insights into the COVID-19 crisis.
Biomedical journal
Aug 27, 2020
About nine months after the emergence of SARS-CoV-2, this special issue of the Biomedical Journal takes stock of its evolution into a pandemic. We acquire an elaborate overview of the history and virology of SARS-CoV-2, the epidemiology of COVID-19, ...
Dynamics and Development of the COVID-19 Epidemic in the United States: A Compartmental Model Enhanced With Deep Learning Techniques.
Journal of medical Internet research
Aug 21, 2020
BACKGROUND: Compartmental models dominate epidemic modeling. Transmission parameters between compartments are typically estimated through stochastic parameterization processes that depends on detailed statistics of transmission characteristics, which...
Toward automated severe pharyngitis detection with smartphone camera using deep learning networks.
Computers in biology and medicine
Aug 20, 2020
PURPOSE: Severe pharyngitis is frequently associated with inflammations caused by streptococcal pharyngitis, which can cause immune-mediated and post-infectious complications. The recent global pandemic of coronavirus disease (COVID-19) encourages th...
Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank.
IEEE journal of biomedical and health informatics
Aug 20, 2020
Coronavirus Disease 2019 (COVID-19) has rapidly spread worldwide since first reported. Timely diagnosis of COVID-19 is crucial both for disease control and patient care. Non-contrast thoracic computed tomography (CT) has been identified as an effecti...
Betacoronavirus
Pneumonia, Viral
COVID-19
Algorithms
Supervised Machine Learning
Retrospective Studies
Coronavirus Infections
Tomography, X-Ray Computed
COVID-19 Testing
SARS-CoV-2
Clinical Laboratory Techniques
Humans
Diagnostic Errors
Neural Networks, Computer
Deep Learning
Pandemics
Cohort Studies
Computational Biology
Radiographic Image Interpretation, Computer-Assisted
Predicting Psychological Distress Amid the COVID-19 Pandemic by Machine Learning: Discrimination and Coping Mechanisms of Korean Immigrants in the U.S.
International journal of environmental research and public health
Aug 20, 2020
The current study examined the predictive ability of discrimination-related variables, coping mechanisms, and sociodemographic factors on the psychological distress level of Korean immigrants in the U.S. amid the COVID-19 pandemic. Korean immigrants ...
Clinical application of an intelligent oropharyngeal swab robot: implication for the COVID-19 pandemic.
The European respiratory journal
Aug 20, 2020
https://bit.ly/2BUsV55
Development of a clinical decision support system for severity risk prediction and triage of COVID-19 patients at hospital admission: an international multicentre study.
The European respiratory journal
Aug 20, 2020
BACKGROUND: The outbreak of coronavirus disease 2019 (COVID-19) has globally strained medical resources and caused significant mortality.
ROC Curve
Decision Support Systems, Clinical
Age Factors
Predictive Value of Tests
Triage
Severity of Illness Index
China
Cohort Studies
Hospital Mortality
Survival Analysis
Internationality
Belgium
Clinical Laboratory Techniques
Pneumonia, Viral
Area Under Curve
COVID-19
Aged
Humans
Italy
Retrospective Studies
Adult
Coronavirus Infections
Machine Learning
Female
Male
COVID-19 Testing
Pandemics
Reproducibility of Results
Middle Aged
Sex Factors
Risk Assessment
Hospitalization
Evaluation of the COVID-19 Pandemic Intervention Strategies with Hesitant F-AHP.
Journal of healthcare engineering
Aug 20, 2020
In this study, a hesitant fuzzy AHP method is presented to help decision makers (DMs), especially policymakers, governors, and physicians, evaluate the importance of intervention strategy alternatives applied by various countries for the COVID-19 pan...
Position paper on COVID-19 imaging and AI: From the clinical needs and technological challenges to initial AI solutions at the lab and national level towards a new era for AI in healthcare.
Medical image analysis
Aug 19, 2020
In this position paper, we provide a collection of views on the role of AI in the COVID-19 pandemic, from clinical requirements to the design of AI-based systems, to the translation of the developed tools to the clinic. We highlight key factors in de...
Differentiating novel coronavirus pneumonia from general pneumonia based on machine learning.
Biomedical engineering online
Aug 19, 2020
BACKGROUND: Chest CT screening as supplementary means is crucial in diagnosing novel coronavirus pneumonia (COVID-19) with high sensitivity and popularity. Machine learning was adept in discovering intricate structures from CT images and achieved exp...
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