AIMC Topic: Republic of Korea
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Development and assessment of a lysophospholipid-based deep learning model to discriminate geographical origins of white rice.
Scientific reports
Aug 17, 2017
Geographical origin determination of white rice has become the major issue of food industry. However, there is still lack of a high-throughput method for rapidly and reproducibly differentiating the geographical origins of commercial white rice. In t...
Large-scale machine learning of media outlets for understanding public reactions to nation-wide viral infection outbreaks.
Methods (San Diego, Calif.)
Aug 13, 2017
From May to July 2015, there was a nation-wide outbreak of Middle East respiratory syndrome (MERS) in Korea. MERS is caused by MERS-CoV, an enveloped, positive-sense, single-stranded RNA virus belonging to the family Coronaviridae. Despite expert opi...
Evaluating the predictability of PM grades in Seoul, Korea using a neural network model based on synoptic patterns.
Environmental pollution (Barking, Essex : 1987)
Sep 6, 2016
As of November 2014, the Korean Ministry of Environment (KME) has been forecasting the concentration of particulate matter with diameters ≤ 10 μm (PM) classified into four grades: low (PM ≤ 30 μg m), moderate (30 < PM ≤ 80 μg m), high (80 < PM ≤ 150 ...
Using the Generalized Index of Dissimilarity to Detect Gene-Gene Interactions in Multi-Class Phenotypes.
PloS one
Aug 24, 2016
To find genetic association between complex diseases and phenotypic traits, one important procedure is conducting a joint analysis. Multifactor dimensionality reduction (MDR) is an efficient method of examining the interactions between genes in genet...
Improved Correction of Atmospheric Pressure Data Obtained by Smartphones through Machine Learning.
Computational intelligence and neuroscience
Jul 25, 2016
A correction method using machine learning aims to improve the conventional linear regression (LR) based method for correction of atmospheric pressure data obtained by smartphones. The method proposed in this study conducts clustering and regression ...
Simple Scoring System and Artificial Neural Network for Knee Osteoarthritis Risk Prediction: A Cross-Sectional Study.
PloS one
Feb 9, 2016
BACKGROUND: Knee osteoarthritis (OA) is the most common joint disease of adults worldwide. Since the treatments for advanced radiographic knee OA are limited, clinicians face a significant challenge of identifying patients who are at high risk of OA ...
Reappraisal of the Immunogenicity and Safety of Three Hepatitis A Vaccines in Adolescents.
Journal of Korean medical science
Dec 24, 2015
Although the overall incidence of hepatitis A in Korea has been decreasing, adolescents remain highly vulnerable to its outbreaks. This study was conducted to compare the immunogenicity and safety of three hepatitis A vaccines in Korean adolescents. ...
Erythropoiesis-stimulating Agents and Anemia in Patients with Non-dialytic Chronic Kidney Disease.
Journal of Korean medical science
Dec 24, 2015
Anemia is common in patients with advanced chronic kidney disease (CKD). Though erythropoiesis-stimulating agents (ESAs) have been strongly endorsed in guidelines, it is of particular financial interest. Recently, the reimbursement of ESAs in non-dia...
Can metformin change the prognosis of pancreatic cancer? Retrospective study for pancreatic cancer patients with pre-existing diabetes mellitus type 2.
Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver
Dec 21, 2015
BACKGROUNDS: The effect of metformin on survival in patients with pancreatic cancer is controversial.
Humans
Metformin
Prognosis
Proportional Hazards Models
Adult
Retrospective Studies
Multivariate Analysis
Republic of Korea
Male
Survival Rate
Kaplan-Meier Estimate
Female
Hypoglycemic Agents
Middle Aged
Aged
Pancreatic Neoplasms
Diabetes Mellitus, Type 2
Aged, 80 and over
Neoplasm Staging
CA-19-9 Antigen
Relationship between vitamin D status and vascular complications in patients with type 2 diabetes mellitus.
Nutrition research (New York, N.Y.)
Nov 17, 2015
We aimed to investigate the association between serum 25-hydroxyvitamin D (25[OH]D) and microvascular complications in type 2 diabetes mellitus (T2DM) patients. It was hypothesized that lower 25(OH)D would be associated with increased microvascular c...
25-Hydroxyvitamin D 2
Middle Aged
Sex Factors
Nutritional Status
Humans
Risk Factors
Diabetes Mellitus, Type 2
Vitamin D Deficiency
Diabetic Angiopathies
Diabetic Retinopathy
Prevalence
Aged
Diabetic Nephropathies
Calcifediol
Outpatient Clinics, Hospital
Republic of Korea
Cross-Sectional Studies
Severity of Illness Index
Female
Hospitals, University
Male
Incidence
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