AIMC Topic: Communicable Disease Control

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A Novel Smart City-Based Framework on Perspectives for Application of Machine Learning in Combating COVID-19.

BioMed research international Sep 11, 2021
The spread of COVID-19 worldwide continues despite multidimensional efforts to curtail its spread and provide treatment. Efforts to contain the COVID-19 pandemic have triggered partial or full lockdowns across the globe. This paper presents a novel f...
Delivery of Health Care SARS-CoV-2 Cities Internet of Things Contact Tracing Humans Communicable Disease Control Pandemics Artificial Intelligence COVID-19 Machine Learning Algorithms
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Event-Driven Deep Learning for Edge Intelligence (EDL-EI).

Sensors (Basel, Switzerland) Sep 8, 2021
Edge intelligence (EI) has received a lot of interest because it can reduce latency, increase efficiency, and preserve privacy. More significantly, as the Internet of Things (IoT) has proliferated, billions of portable and embedded devices have been ...
Humans Artificial Intelligence Pandemics COVID-19 Intelligence Deep Learning SARS-CoV-2 Communicable Disease Control United States
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Deep learning of contagion dynamics on complex networks.

Nature communications Aug 5, 2021
Forecasting the evolution of contagion dynamics is still an open problem to which mechanistic models only offer a partial answer. To remain mathematically or computationally tractable, these models must rely on simplifying assumptions, thereby limiti...
Communicable Disease Control Deep Learning Models, Theoretical Spain Humans COVID-19 Forecasting SARS-CoV-2 Disease Outbreaks
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The Infectious Disease Ontology in the age of COVID-19.

Journal of biomedical semantics Jul 18, 2021
BACKGROUND: Effective response to public health emergencies, such as we are now experiencing with COVID-19, requires data sharing across multiple disciplines and data systems. Ontologies offer a powerful data sharing tool, and this holds especially f...
COVID-19 Communicable Diseases SARS-CoV-2 Public Health Humans Communicable Disease Control Semantics Biological Ontologies Epidemics Computational Biology Data Mining Information Dissemination
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A fusion of data science and feed-forward neural network-based modelling of COVID-19 outbreak forecasting in IRAQ.

Journal of biomedical informatics Apr 22, 2021
BACKGROUND: Iraq is among the countries affected by the COVID-19 pandemic. As of 2 August 2020, 129,151 COVID-19 cases were confirmed, including 91,949 recovered cases and 4,867 deaths. After the announcement of lockdown in early April 2020, situatio...
Forecasting Disease Outbreaks Data Science Neural Networks, Computer Pandemics COVID-19 Iraq Communicable Disease Control Humans
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Trends in reasons for emergency calls during the COVID-19 crisis in the department of Gironde, France using artificial neural network for natural language classification.

Scandinavian journal of trauma, resuscitation and emergency medicine Mar 31, 2021
OBJECTIVES: During periods such as the COVID-19 crisis, there is a need for responsive public health surveillance indicators in order to monitor both the epidemic growth and potential public health consequences of preventative measures such as lockdo...
Female Self-Injurious Behavior SARS-CoV-2 Emergency Service, Hospital Communicable Disease Control Adult Social Isolation Public Health Surveillance Hotlines Humans France Natural Language Processing Neural Networks, Computer Male COVID-19 Stress, Psychological
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AI-assisted tracking of worldwide non-pharmaceutical interventions for COVID-19.

Scientific data Mar 25, 2021
The Coronavirus disease 2019 (COVID-19) global pandemic has transformed almost every facet of human society throughout the world. Against an emerging, highly transmissible disease, governments worldwide have implemented non-pharmaceutical interventio...
Humans Artificial Intelligence COVID-19 Global Health Communicable Disease Control
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A Knowledge-Based Algorithm for Automatic Monitoring of Orthodontic Treatment: The Dental Monitoring System. Two Cases.

Sensors (Basel, Switzerland) Mar 7, 2021
BACKGROUND: In the dental field, digital technology has created new opportunities for orthodontists to integrate their clinical practice, and for patients to collect information about orthodontics and their treatment, which is called "teledentistry."...
Software Pandemics COVID-19 Adult Tooth Movement Techniques Telemedicine Humans Artificial Intelligence France Orthodontic Appliance Design Communicable Disease Control
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Machine learning techniques to detect and forecast the daily total COVID-19 infected and deaths cases under different lockdown types.

Microscopy research and technique Feb 1, 2021
COVID-19 has impacted the world in many ways, including loss of lives, economic downturn and social isolation. COVID-19 was emerged due to the SARS-CoV-2 that is highly infectious pandemic. Every country tried to control the COVID-19 spread by imposi...
Physical Distancing SARS-CoV-2 Quarantine Communicable Disease Control Machine Learning Humans Pandemics COVID-19
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A comparison of the value of two machine learning predictive models to support bovine tuberculosis disease control in England.

Preventive veterinary medicine Jan 15, 2021
Nearly a decade into Defra's current eradication strategy, bovine tuberculosis (bTB) remains a serious animal health problem in England, with c.30,000 cattle slaughtered annually in the fight against this insidious disease. There is an urgent need to...
England Cattle Models, Theoretical Machine Learning Sensitivity and Specificity Animals Communicable Disease Control Tuberculosis, Bovine
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