AIMC Journal:
International journal of environmental research and public health

Showing 321 to 330 of 494 articles

A Methodology Based on Expert Systems for the Early Detection and Prevention of Hypoxemic Clinical Cases.

International journal of environmental research and public health Nov 20, 2020
Respiratory diseases are currently considered to be amongst the most frequent causes of death and disability worldwide, and even more so during the year 2020 because of the COVID-19 global pandemic. Aiming to reduce the impact of these diseases, in t...
Hypoxia Expert Systems Humans COVID-19 Fuzzy Logic
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The Perceptions of People with Dementia and Key Stakeholders Regarding the Use and Impact of the Social Robot MARIO.

International journal of environmental research and public health Nov 20, 2020
People with dementia often experience loneliness and social isolation. This can result in increased cognitive decline which, in turn, has a negative impact on quality of life. This paper explores the use of the social robot, MARIO, with older people ...
Aged Aged, 80 and over Humans Ireland Caregivers Dementia Quality of Life Robotics Social Support Italy
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Emotion Elicitation Under Audiovisual Stimuli Reception: Should Artificial Intelligence Consider the Gender Perspective?

International journal of environmental research and public health Nov 17, 2020
Identification of emotions triggered by different sourced stimuli can be applied to automatic systems that help, relieve or protect vulnerable groups of population. The selection of the best stimuli allows to train these artificial intelligence-based...
Visual Perception Arousal Audiovisual Aids Sex Factors Humans Fear Photic Stimulation Machine Learning Male Female Emotions Artificial Intelligence
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A Deep Learning-Based Approach for the Detection of Early Signs of Gingivitis in Orthodontic Patients Using Faster Region-Based Convolutional Neural Networks.

International journal of environmental research and public health Nov 15, 2020
Computer-based technologies play a central role in the dentistry field, as they present many methods for diagnosing and detecting various diseases, such as periodontitis. The current study aimed to develop and evaluate the state-of-the-art object det...
Tooth Movement Techniques Gingivitis Algorithms Deep Learning Humans Neural Networks, Computer
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Machine Learning for Mortality Analysis in Patients with COVID-19.

International journal of environmental research and public health Nov 12, 2020
This paper analyzes a sample of patients hospitalized with COVID-19 in the region of Madrid (Spain). Survival analysis, logistic regression, and machine learning techniques (both supervised and unsupervised) are applied to carry out the analysis wher...
Humans COVID-19 SARS-CoV-2 Decision Trees Machine Learning Pandemics Betacoronavirus Coronavirus Infections Pneumonia, Viral Spain
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Facilitating the Development of Deep Learning Models with Visual Analytics for Electronic Health Records.

International journal of environmental research and public health Nov 10, 2020
Electronic health record (EHR) data are widely used to perform early diagnoses and create treatment plans, which are key areas of research. We aimed to increase the efficiency of iteratively applying data-intensive technology and verifying the result...
Computer Simulation Electronic Health Records Big Data Deep Learning Humans
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Prototype Development of an Expert System of Computerized Clinical Guidelines for COVID-19 Diagnosis and Management in Saudi Arabia.

International journal of environmental research and public health Nov 2, 2020
The increasing number of COVID-19 patients has increased health care professionals' workloads, making the management of dynamic patient information in a timely and comprehensive manner difficult and sometimes impossible. Compounding this problem is a...
SARS-CoV-2 Saudi Arabia Coronavirus Infections Pandemics COVID-19 Humans Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Expert Systems COVID-19 Testing Practice Guidelines as Topic
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Relationship between Firefighter Physical Fitness and Special Ability Performance: Predictive Research Based on Machine Learning Algorithms.

International journal of environmental research and public health Oct 21, 2020
Firefighters require a high level of physical fitness to meet the demands of their job. The correlations and contributions of individual physical health parameters to the tasks of firefighting would enable firefighters to focus on the effects of spec...
Physical Fitness Firefighters Algorithms Oxygen Humans Oxygen Consumption Machine Learning
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Traffic Crash Severity Prediction-A Synergy by Hybrid Principal Component Analysis and Machine Learning Models.

International journal of environmental research and public health Oct 19, 2020
The accurate prediction of road traffic crash (RTC) severity contributes to generating crucial information, which can be used to adopt appropriate measures to reduce the aftermath of crashes. This study aims to develop a hybrid system using principal...
Support Vector Machine Principal Component Analysis Accidents, Traffic Female Male Neural Networks, Computer Humans Machine Learning
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Optimization of Ecological Water Supplement Scheme for Improved Suitable Habitat Area for Rare Migratory Birds in Nature Reserves Using Interval-Parameter Fuzzy Two-Stage Stochastic Programming Model.

International journal of environmental research and public health Oct 17, 2020
The optimization of ecological water supplement scheme in Momoge National Nature Reserve (MNNR), using an interval-parameter two-stage stochastic programming model (IPTSP), still experiences problems with fuzzy uncertainties and the wide scope of the...
Birds Water Models, Theoretical Animals Fuzzy Logic Ecosystem Uncertainty
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