AIMC Topic: Pandemics

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Predicting the transmission trends of COVID-19: an interpretable machine learning approach based on daily, death, and imported cases.

Mathematical biosciences and engineering : MBE Jun 3, 2024
COVID-19 is caused by the SARS-CoV-2 virus, which has produced variants and increasing concerns about a potential resurgence since the pandemic outbreak in 2019. Predicting infectious disease outbreaks is crucial for effective prevention and control....
Humans Disease Outbreaks Support Vector Machine COVID-19 Algorithms SARS-CoV-2 Machine Learning Pandemics
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Transforming Public Health Practice With Generative Artificial Intelligence.

Health affairs (Project Hope) Jun 1, 2024
Public health practice appears poised to undergo a transformative shift as a result of the latest advancements in artificial intelligence (AI). These changes will usher in a new era of public health, charged with responding to deficiencies identified...
Public Health United States Public Health Practice Artificial Intelligence COVID-19 Pandemics SARS-CoV-2 Humans
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[Identifying Novel Coronavirus Pneumonia With CT Images: A Deep Learning Approach With Detail Upsampling and Attention Guidance].

Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition Mar 20, 2024
OBJECTIVE: To construct a deep learning-based target detection method to help radiologists perform rapid diagnosis of lesions in the CT images of patients with novel coronavirus pneumonia (NCP) by restoring detailed information and mining local infor...
COVID-19 Algorithms Tomography, X-Ray Computed Humans Pandemics Betacoronavirus Pneumonia, Viral Deep Learning Coronavirus Infections SARS-CoV-2
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Artificial Intelligence: A Game-Changer for Mental Health Care.

Cyberpsychology, behavior and social networking Feb 1, 2024
Starting from the escalating global burden of mental health disorders, exacerbated by the COVID-19 pandemic, the article examines the potential of artificial intelligence (AI) to revolutionize mental health care. With nearly one in five adults facing...
Pandemics COVID-19 Mental Health Image Processing, Computer-Assisted Adult Humans Artificial Intelligence
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Artificial intelligence, ChatGPT, and other large language models for social determinants of health: Current state and future directions.

Cell reports. Medicine Jan 16, 2024
This perspective highlights the importance of addressing social determinants of health (SDOH) in patient health outcomes and health inequity, a global problem exacerbated by the COVID-19 pandemic. We provide a broad discussion on current developments...
Artificial Intelligence Social Determinants of Health Pandemics COVID-19 Language Humans
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AI-based epidemic and pandemic early warning systems: A systematic scoping review.

Health informatics journal Jan 1, 2024
Timely detection of disease outbreaks is critical in public health. Artificial Intelligence (AI) can identify patterns in data that signal the onset of epidemics and pandemics. This scoping review examines the effectiveness of AI in epidemic and pan...
Pandemics Disease Outbreaks Epidemics Artificial Intelligence Machine Learning Humans
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DKCNN: Improving deep kernel convolutional neural network-based COVID-19 identification from CT images of the chest.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: An efficient deep convolutional neural network (DeepCNN) is proposed in this article for the classification of Covid-19 disease.
Pneumonia, Viral Tomography, X-Ray Computed Pandemics Thorax SARS-CoV-2 Humans Betacoronavirus COVID-19 Image Processing, Computer-Assisted Deep Learning Neural Networks, Computer Algorithms Coronavirus Infections
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DDA-SSNets: Dual decoder attention-based semantic segmentation networks for COVID-19 infection segmentation and classification using chest X-Ray images.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: COVID-19 needs to be diagnosed and staged to be treated accurately. However, prior studies' diagnostic and staging abilities for COVID-19 infection needed to be improved. Therefore, new deep learning-based approaches are required to aid r...
Humans Algorithms Neural Networks, Computer Pandemics SARS-CoV-2 Pneumonia, Viral COVID-19 Lung Semantics Deep Learning Radiography, Thoracic Coronavirus Infections Betacoronavirus
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From the Editors.

Healthcare quarterly (Toronto, Ont.) Jan 1, 2024
There is no doubt that 2023 was a very difficult year for many Canadians, as well as people across the world. War caused massive upheaval globally, inflation continued to impose financial hardship on families and our health systems experienced anothe...
Humans Pandemics COVID-19 Artificial Intelligence Canada North American People
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Preparation and Challenges in Developing a Big Data Analysis Framework in Occupational Medicine in Indonesia.

Journal of UOEH Jan 1, 2024
This mini review explores the transformative potential of big data analysis and artificial intelligence (AI) in reforming occupational medicine in Indonesia. Emphasizing the preconditions, case studies, and benefits, it underscores the role of big da...
Indonesia Occupational Medicine Big Data Humans Artificial Intelligence Pandemics
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