AIMC Topic: Pandemics

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A machine learning classifier using 33 host immune response mRNAs accurately distinguishes viral and non-viral acute respiratory illnesses in nasal swab samples.

Genome medicine Aug 28, 2023
BACKGROUND: Viral acute respiratory illnesses (viral ARIs) contribute significantly to human morbidity and mortality worldwide, but their successful treatment requires timely diagnosis of viral etiology, which is complicated by overlap in clinical pr...
Neutrophils Macrophages RNA, Messenger Humans Machine Learning Pandemics
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A separable temporal convolutional networks based deep learning technique for discovering antiviral medicines.

Scientific reports Aug 22, 2023
An alarming number of fatalities caused by the COVID-19 pandemic has forced the scientific community to accelerate the process of therapeutic drug discovery. In this regard, the collaboration between biomedical scientists and experts in artificial in...
Humans COVID-19 Animals Deep Learning Artificial Intelligence Pandemics Antiviral Agents Mammals
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Adolescent relational behaviour and the obesity pandemic: A descriptive study applying social network analysis and machine learning techniques.

PloS one Aug 15, 2023
AIM: To study the existence of subgroups by exploring the similarities between the attributes of the nodes of the groups, in relation to diet and gender and, to analyse the connectivity between groups based on aspects of similarities between them thr...
Adolescent Humans Social Network Analysis Machine Learning Obesity Artificial Intelligence Pandemics
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Exploring intelligent hospital management mode based on artificial intelligence.

Frontiers in public health Aug 14, 2023
OBJECTIVE: To address the challenges posed by the COVID-19 pandemic, our hospital developed an intelligent hospital management mode specifically tailored to COVID-19 patients.
Quality of Life Pandemics Humans Artificial Intelligence COVID-19 Hospitals
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Using machine learning to estimate health spillover effects.

The European journal of health economics : HEPAC : health economics in prevention and care Aug 6, 2023
We develop a nonparametric model to study health spillover effects of policy interventions. We use double/debiased machine learning to estimate the model using data from 74 hospitals in Rio de Janeiro, Brazil, and examine cross-patient spillover effe...
Pandemics Hospital Mortality COVID-19 Brazil Intensive Care Units Humans Length of Stay SARS-CoV-2 Machine Learning
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ChatGPT: unlocking the potential of Artifical Intelligence in COVID-19 monitoring and prediction.

Panminerva medica Aug 3, 2023
BACKGROUND: The COVID-19 pandemic has had an unprecedent impact of everyday life with deleterious consequences on global health, economics, and society. Thus, accurate and timely information is critical for monitoring its spread and mitigating its im...
COVID-19 Italy Intelligence Humans Artificial Intelligence Pandemics
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Deep learning for COVID-19 topic modelling via Twitter: Alpha, Delta and Omicron.

PloS one Aug 1, 2023
Topic modelling with innovative deep learning methods has gained interest for a wide range of applications that includes COVID-19. It can provide, psychological, social and cultural insights for understanding human behaviour in extreme events such as...
Deep Learning Social Media Pandemics Humans COVID-19 SARS-CoV-2
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Novel fuzzy deep learning approach for automated detection of useful COVID-19 tweets.

Artificial intelligence in medicine Jul 24, 2023
Coronavirus (COVID-19) is a newly discovered viral disease from the SARS-CoV-2 family. This has caused a moral panic resulting in the spread of informative and uninformative information about COVID-19 and its effects. Twitter is a popular social medi...
Pandemics COVID-19 SARS-CoV-2 Deep Learning Humans Machine Learning
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Application of Artificial intelligence in COVID-19-related geriatric care: A scoping review.

Archives of gerontology and geriatrics Jul 22, 2023
BACKGROUND: Older adults have been disproportionately affected by the COVID-19 pandemic. This scoping review aimed to summarize the current evidence of artificial intelligence (AI) use in the screening/monitoring, diagnosis, and/or treatment of COVID...
Databases, Factual Pandemics Consensus Aged Female Humans COVID-19 Artificial Intelligence
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A computationally-inexpensive strategy in CT image data augmentation for robust deep learning classification in the early stages of an outbreak.

Biomedical physics & engineering express Jul 18, 2023
Coronavirus disease 2019 (COVID-19) has spread globally for over three years, and chest computed tomography (CT) has been used to diagnose COVID-19 and identify lung damage in COVID-19 patients. Given its widespread, CT will remain a common diagnosti...
Deep Learning Tomography, X-Ray Computed SARS-CoV-2 Pandemics COVID-19 Humans
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