AI Medical Compendium Journal:
Journal of research in health sciences

Showing 1 to 6 of 6 articles

Mortality Prediction in Patients With Breast Cancer by Artificial Neural Network Model and Elastic Net Regression.

Journal of research in health sciences Dec 25, 2024
BACKGROUND: Breast cancer (BC) is the most common cancer in women, and it is important to identify models that can accurately predict mortality in patients with this cancer. The aim of the present study was to use the elastic net regression and artif...
Adult Sensitivity and Specificity Breast Neoplasms Female Aged ROC Curve Area Under Curve Iran Cross-Sectional Studies Middle Aged Humans Neural Networks, Computer
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Modeling the Impact of Ergonomic Interventions and Occupational Factors on Work-Related Musculoskeletal Disorders in the Neck of Office Workers with Machine Learning Methods.

Journal of research in health sciences Jul 31, 2024
BACKGROUND: Modeling with methods based on machine learning (ML) and artificial intelligence can help understand the complex relationships between ergonomic risk factors and employee health. The aim of this study was to use ML methods to estimate the...
Occupational Diseases Absenteeism Neck Occupational Health Workplace Humans Ergonomics Machine Learning Musculoskeletal Diseases Risk Factors Female Adult Efficiency Male Support Vector Machine Quality of Life
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The Lag -Effects of Air Pollutants and Meteorological Factors on COVID-19 Infection Transmission and Severity: Using Machine Learning Techniques.

Journal of research in health sciences Jul 31, 2024
BACKGROUND: Exposure to air pollution is a major health problem worldwide. This study aimed to investigate the effect of the level of air pollutants and meteorological parameters with their related lag time on the transmission and severity of coronav...
Humans Machine Learning COVID-19 Severity of Illness Index Air Pollutants Air Pollution SARS-CoV-2 Hospitalization Nitrogen Dioxide Sulfur Dioxide Meteorological Concepts Ozone Iran Particulate Matter Carbon Monoxide
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A Fuzzy Clustering Approach to Identify Pedestrians' Traffic Behavior Patterns.

Journal of research in health sciences Sep 29, 2023
BACKGROUND: Pattern recognition of pedestrians' traffic behavior can enhance the management efficiency of interested groups by targeting access to them and facilitating planning via more specific surveys. This study aimed to evaluate the pedestrians'...
Surveys and Questionnaires Cross-Sectional Studies Safety Cluster Analysis Male Humans Pedestrians Walking Adult Accidents, Traffic
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Epidemiological Features of Human Brucellosis in Iran (2011-2018) and Prediction of Brucellosis with Data-Mining Models.

Journal of research in health sciences Dec 4, 2019
BACKGROUND: Brucellosis is known as the major zoonotic disease. We aimed to compare the performance of some data-mining models in predicting the monthly brucellosis cases in Iran.
Male Middle Aged Brucellosis Support Vector Machine Incidence Adult Animals Iran Models, Statistical Data Mining Humans Seasons Female Zoonoses
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Estimation of the Basic Reproduction Number and Vaccination Coverage of Influenza in the United States (2017-18).

Journal of research in health sciences Sep 22, 2018
BACKGROUND: Determining the epidemic threshold parameter helps health providers calculate the coverage while guiding them in planning the process of vaccination strategy. Since the trend and mechanism of influenza is very similar in different countri...
Vaccination Basic Reproduction Number Influenza, Human United States Humans Bayes Theorem Health Services Needs and Demand Epidemics Vaccination Coverage
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