AIMC Journal:
International journal of environmental research and public health

Showing 341 to 350 of 494 articles

An Artificial Neural Network Model for Assessing Frailty-Associated Factors in the Thai Population.

International journal of environmental research and public health Sep 18, 2020
Frailty, one of the major public health problems in the elderly, can result from multiple etiologic factors including biological and physical changes in the body which contribute to the reduction in the function of multiple bodily systems. A diagnosi...
Aged Humans Cross-Sectional Studies Neural Networks, Computer Thailand Frailty Frail Elderly Geriatric Assessment
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Multifactorial 10-Year Prior Diagnosis Prediction Model of Dementia.

International journal of environmental research and public health Sep 14, 2020
Dementia is a neurodegenerative disorder that affects the older adult population. To date, no cure or treatment to change its course is available. Since changes in the brains of affected individuals could be evidenced as early as 10 years before the ...
Male Dementia Life Style Time Female Risk Factors Aged Humans Machine Learning
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Machine Learning-Based Activity Pattern Classification Using Personal PM Exposure Information.

International journal of environmental research and public health Sep 9, 2020
The activity pattern is a significant factor in identifying hotspots of personal exposure to air pollutants, such as PM. However, the recording process of an activity pattern can be annoying to study participants, because they are often asked to brin...
Environmental Monitoring Air Pollutants Particulate Matter Temperature Child Environmental Exposure Humans Machine Learning
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The Impact of Robotic Rehabilitation on the Motor System in Neurological Diseases. A Multimodal Neurophysiological Approach.

International journal of environmental research and public health Sep 9, 2020
Motor disability is a key feature of many neurological diseases, influencing the social roles of affected patients and their ability to perform daily life activities. Current rehabilitation capacities are overwhelmed by the age-related increase of mo...
Aged Male Persons with Disabilities Humans Female Nervous System Diseases Robotics Stroke Rehabilitation Stroke Motor Disorders
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XGBoost-Based Framework for Smoking-Induced Noncommunicable Disease Prediction.

International journal of environmental research and public health Sep 7, 2020
Smoking-induced noncommunicable diseases (SiNCDs) have become a significant threat to public health and cause of death globally. In the last decade, numerous studies have been proposed using artificial intelligence techniques to predict the risk of d...
Risk Humans Artificial Intelligence Republic of Korea Forecasting Noncommunicable Diseases Smoking
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Comparison of Support Vector Machine, Naïve Bayes and Logistic Regression for Assessing the Necessity for Coronary Angiography.

International journal of environmental research and public health Sep 4, 2020
(1) Background: Coronary angiography is considered to be the most reliable method for the diagnosis of cardiovascular disease. However, angiography is an invasive procedure that carries a risk of complications; hence, it would be preferable for an ap...
Artificial Intelligence Algorithms Cross-Sectional Studies Humans Coronary Angiography New Zealand Iran Logistic Models Support Vector Machine Bayes Theorem
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A Smart Service Platform for Cost Efficient Cardiac Health Monitoring.

International journal of environmental research and public health Aug 30, 2020
AIM: In this study we have investigated the problem of cost effective wireless heart health monitoring from a service design perspective.
Atrial Fibrillation Reproducibility of Results Monitoring, Ambulatory Heart Rate Humans Monitoring, Physiologic Information Systems Efficiency, Organizational Artificial Intelligence Signal Processing, Computer-Assisted Computer Communication Networks
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Intuitionistic Fuzzy Hierarchical Multi-Criteria Decision Making for Evaluating Performances of Low-Carbon Tourism Scenic Spots.

International journal of environmental research and public health Aug 28, 2020
Low-carbon tourism is an effective solution to cope with the goal conflict between developing tourist economy and responding to carbon emission reduction and ecological environment protection. Tourism scenic spots are important carriers of tourist ac...
Travel Leisure Activities Carbon Humans Carbon Footprint Decision Making Models, Theoretical China Fuzzy Logic Environment
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Application of Machine Learning Methods in Nursing Home Research.

International journal of environmental research and public health Aug 27, 2020
A machine learning (ML) system is able to construct algorithms to continue improving predictions and generate automated knowledge through data-driven predictors or decisions. Objective: The purpose of this study was to compare six ML methods (random...
Support Vector Machine Activities of Daily Living Nursing Homes Nursing Research Humans Female Male Accidental Falls Machine Learning Algorithms
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A Perspective from a Case Conference on Comparing the Diagnostic Process: Human Diagnostic Thinking vs. Artificial Intelligence (AI) Decision Support Tools.

International journal of environmental research and public health Aug 22, 2020
Artificial intelligence (AI) has made great contributions to the healthcare industry. However, its effect on medical diagnosis has not been well explored. Here, we examined a trial comparing the thinking process between a computer and a master in dia...
Humans Artificial Intelligence Diagnosis Cognition Japan
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