Search Results - "Choi, Soo Beom"
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The Modified International Standard Classification of Occupations defined by the clustering of occupational characteristics in the Korean Working Conditions Survey
Published in Industrial Health (01-01-2020)“…The modified International Standard Classification of Occupations (ISCO) has been used empirically to report or investigate working conditions or worker…”
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Status and prediction of disapproval of the Korean workers' compensation insurance for diseases and injuries
Published in Journal of occupational health (01-01-2023)“…Objective Workers' diseases and injuries are often highly related to work. However, due to limited resources and unclear work relatedness, workers'…”
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Forecasting seasonal influenza-like illness in South Korea after 2 and 30 weeks using Google Trends and influenza data from Argentina
Published in PloS one (16-07-2020)“…We aimed to identify variables for forecasting seasonal and short-term targets for influenza-like illness (ILI) in South Korea, and other input variables…”
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Forecasting type-specific seasonal influenza after 26 weeks in the United States using influenza activities in other countries
Published in PloS one (25-11-2019)“…To identify countries that have seasonal patterns similar to the time series of influenza surveillance data in the United States and other countries, and to…”
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Forecasting imported COVID-19 cases in South Korea using mobile roaming data
Published in PloS one (04-11-2020)“…As the number of global coronavirus disease (COVID-19) cases increases, the number of imported cases is gradually rising. Furthermore, there is no reduction in…”
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Effects of temperature, humidity, and diurnal temperature range on influenza incidence in a temperate region
Published in Influenza and other respiratory viruses (01-01-2020)“…Background The effect of temperature and humidity on the incidence of influenza may differ by climate region. In addition, the effect of diurnal temperature…”
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Ten-year prediction of suicide death using Cox regression and machine learning in a nationwide retrospective cohort study in South Korea
Published in Journal of affective disorders (15-04-2018)“…Death by suicide is a preventable public health concern worldwide. The aim of this study is to investigate the probability of suicide death using baseline…”
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Simple Scoring System and Artificial Neural Network for Knee Osteoarthritis Risk Prediction: A Cross-Sectional Study
Published in PloS one (09-02-2016)“…Knee osteoarthritis (OA) is the most common joint disease of adults worldwide. Since the treatments for advanced radiographic knee OA are limited, clinicians…”
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Risk factors of suicide attempt among people with suicidal ideation in South Korea: a cross-sectional study
Published in BMC public health (15-06-2017)“…Suicide is a serious public health concern worldwide, and the fourth leading cause of death in Korea. Few studies have focused on risk factors for suicide…”
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Heart Rate Detection During Sleep Using a Flexible RF Resonator and Injection-Locked PLL Sensor
Published in IEEE transactions on biomedical engineering (01-11-2015)“…Novel nonintrusive technologies for wrist pulse detection have been developed and proposed as systems for sleep monitoring using three types of radio frequency…”
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Increased fragility fracture risk in Korean women who snore: a 10-year population-based prospective cohort study
Published in BMC musculoskeletal disorders (31-05-2017)“…Snoring is frequently associated with obstructive sleep apnea (OSA). Previous studies have shown that bone mineral density was significantly lower in patients…”
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Effects of exposure to ambient air pollution on pulmonary function impairment in Korea: the 2007-2017 Korea National Health and Nutritional Examination Survey
Published in Epidemiology and health (01-01-2021)“…This study aimed to investigate the association between pulmonary function and air pollution using 2007-2017 data from the Korea National Health and Nutrition…”
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Patient exposure to extremely low-frequency magnetic fields during laparoscopic and robotic surgeries
Published in The international journal of medical robotics + computer assisted surgery (01-09-2016)“…Background Laparoscopic and robotic surgeries require many electronic devices, and the hazard of extremely low‐frequency magnetic fields (ELF‐MFs) from these…”
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Multicategory classification of 11 neuromuscular diseases based on microarray data using support vector machine
Published in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01-01-2014)“…We applied multicategory machine learning methods to classify 11 neuromuscular disease groups and one control group based on microarray data. To develop…”
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Conference Proceeding Journal Article -
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Exposure of Surgeons to Magnetic Fields during Laparoscopic and Robotic Gynecologic Surgeries
Published in Journal of minimally invasive gynecology (01-11-2015)“…Abstract Study Objective To measure and compare levels of extremely-low-frequency magnetic field (ELF-MF) exposure to surgeons during laparoscopic and robotic…”
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Classification of serous ovarian tumors based on microarray data using multicategory support vector machines
Published in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01-01-2014)“…Ovarian cancer, the most fatal of reproductive cancers, is the fifth leading cause of death in women in the United States. Serous borderline ovarian tumors…”
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Conference Proceeding Journal Article -
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Screening for pre-diabetes using support vector machine model
Published in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01-01-2014)“…The global prevalence of diabetes is rapidly increasing. Studies support screening and interventions for pre-diabetes, which results in serious complications…”
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Conference Proceeding Journal Article -
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The Modified International Standard Classification of Occupations defined by the clustering of occupational characteristics in the Korean Working Conditions Survey
Published in Industrial Health (13-09-2019)“…The modified International Standard Classification of Occupations (ISCO) has been used empirically to report or investigate working conditions or worker…”
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Journal Article -
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Risks of Dementia After Treatment with an Anticholinergic, Beta-3 Agonist, or Combination of Both for an Overactive Bladder: A Korean National Cohort Study
Published in European urology focus (01-03-2024)“…Our findings suggest that the use of anticholinergics with or without a beta-3 agonist increased the risk of new-onset dementia compared with the use of a…”
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Interpretation of movement during stair ascent for predicting severity and prognosis of knee osteoarthritis in elderly women using support vector machine
Published in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01-01-2013)“…Several studies have demonstrated that pathologic movement changes in knee osteoarthritis (OA) may contribute to disease progression. The aim of this study was…”
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Conference Proceeding Journal Article