- Detection of Cardiovascular Disease Risk's Level for Adults Using Naive Bayes Classifier
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Miranda E, Irwansyah , Amelga AY, Maribondang MM, Salim M
- KMID: 2357398
- Healthc Inform Res.
- 2016 Jul;22(3):196-205.
- doi: 10.4258/hir.2016.22.3.196
OBJECTIVES: The number of deaths caused by cardiovascular disease and stroke is predicted to reach 23.3 million in 2030. As a contribution to support prevention of this phenomenon, this paper... -
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- Predictive Values of Korean Cognitive Function Tests in Unselected Elderly Community Samples: Bayesian Analysis
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Park JH, Kim CS, Shin CG
- KMID: 2340073
- J Korean Neuropsychiatr Assoc.
- 1997 Jul;36(4):643-647.
OBJECTIVE: The authors calculated the positive and negative predictive values of the Korean version of minimenteal state examination(MMSEK) and Cognitive Impairment Diagnosing Instrument(CIDI) in order to estimate the reliability of... -
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- Diagnostic Predictive Values of Cognitive Function Tests
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Park J, Lee YH, Kim H
- KMID: 2333742
- J Korean Geriatr Psychiatry.
- 1998 May;2(1):78-84.
OBJECTIVE: The positive and negative predictive values are more important as the diagnostic validity than the sensitivity and specificity in the general population with a low prevalence rate of a... -
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- Non-chemical Risk Assessment for Lifting and Low Back Pain Based on Bayesian Threshold Models
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Pandalai S, Wheeler MW, Lu ML
- KMID: 2384789
- Saf Health Work.
- 2017 Jun;8(2):206-211.
- doi: 10.1016/j.shaw.2016.10.001
BACKGROUND: Self-reported low back pain (LBP) has been evaluated in relation to material handling lifting tasks, but little research has focused on relating quantifiable stressors to LBP at the individual... -
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- Predicting needlestick and sharps injuries and determining preventive strategies using a Bayesian network approach in Tehran, Iran
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Akbari H, Ghasemi F, Akbari H, Adibzadeh
- KMID: 2438496
- Epidemiol Health.
- 2018;40:e2018042.
- doi: 10.4178/epih.e2018042
OBJECTIVES: Recent studies have shown that the rate of needlestick and sharps injuries (NSIs) is unacceptably high in Iranian hospitals. The aim of the present study was to use a... -
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- Network meta-analysis: application and practice using R software
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Shim SR, Kim SJ, Lee J, Rücker G
- KMID: 2469416
- Epidemiol Health.
- 2019;41:e2019013.
- doi: 10.4178/epih.e2019013
The objective of this study is to describe the general approaches to network meta-analysis that are available for quantitative data synthesis using R software. We conducted a network meta-analysis using... -
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- Causal Inference Network of Genes Related with Bone Metastasis of Breast Cancer and Osteoblasts Using Causal Bayesian Networks
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Park SB, Chung CK, Gonzalez E, Yoo C
- KMID: 2427991
- J Bone Metab.
- 2018 Nov;25(4):251-266.
- doi: 10.11005/jbm.2018.25.4.251
BACKGROUND: The causal networks among genes that are commonly expressed in osteoblasts and during bone metastasis (BM) of breast cancer (BC) are not well understood. Here, we developed a machine... -
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- Identifying Copy Number Variants under Selection in Geographically Structured Populations Based on F-statistics
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Song HH, Hu HJ, Seok IH, Chung YJ
- KMID: 2166489
- Genomics Inform.
- 2012 Jun;10(2):81-87.
- doi: 10.5808/GI.2012.10.2.81
Large-scale copy number variants (CNVs) in the human provide the raw material for delineating population differences, as natural selection may have affected at least some of the CNVs thus far... -
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- Recent advances in Bayesian inference of isolation-with-migration models
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Chung Y
- KMID: 2468863
- Genomics Inform.
- 2019 Dec;17(4):e37.
- doi: 10.5808/GI.2019.17.4.e37
Isolation-with-migration (IM) models have become popular for explaining population divergence in the presence of migrations. Bayesian methods are commonly used to estimate IM models, but they are limited to small... -
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- Medical decision making tools : Bayesian analysis and ROC analysis
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Lee BD
- KMID: 2270873
- Korean J Oral Maxillofac Radiol.
- 2006 Mar;36(1):1-5.
During the diagnostic process of the various oral and maxillofacial lesions, we should consider the following: "When should we order diagnostic tests? What tests should be ordered? How should we... -
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- Factors Influencing Nonabsolute Indications for Surgery in Patients With Lower Urinary Tract Symptoms Suggestive of Benign Prostatic Hyperplasia: Analysis Using Causal Bayesian Networks
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Kim M, Ramirez L, Yoo C, Choo M, Paick JS, Oh SJ
- KMID: 2232733
- Int Neurourol J.
- 2014 Dec;18(4):198-205.
- doi: 10.5213/inj.2014.18.4.198
PURPOSE: To identify the factors affecting the surgical decisions of experienced physicians when treating patients with lower urinary tract symptoms that are suggestive of benign prostatic hyperplasia (LUTS/BPH). METHODS: Patients with... -
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- What Is Appropriate Upper Endoscopic Interval Among Dyspeptic Patients With Previously Normal Endoscopy? A Multicenter Study With Bayesian Change Point Analysis
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Kim JW, Jung KW, Kwon JG, Lee JB, Park JK, Bang KB, Tae CH, Oh JH
- KMID: 2460484
- J Neurogastroenterol Motil.
- 2019 Oct;25(4):544-550.
- doi: 10.5056/jnm19063
BACKGROUND/AIMS: Appropriate interval for performing follow-up endoscopy among dyspeptic patients without abnormal findings on previous endoscopy is unclear. We analyzed the multicenter-collected data from the Korean Society of Neurogastroenterology and... -
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- Overview of Network Meta-analysis for a Rheumatologist
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Lee YH
- KMID: 2222794
- J Rheum Dis.
- 2016 Feb;23(1):4-10.
- doi: 10.4078/jrd.2016.23.1.4
The need to combine direct and indirect evidence is increasing in clinical fields, and this is especially true when direct evidence is inconclusive. Thus, in recent years, network meta-analysis has... -
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- Forensic science meets clinical pharmacology: pharmacokinetic model based estimation of alcohol concentration of a defendant as requested by a local prosecutor's office
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Lim HS, Soung JH, Bae KS
- KMID: 2411412
- Transl Clin Pharmacol.
- 2017 Mar;25(1):5-9.
- doi: 10.12793/tcp.2017.25.1.5
Drunk driving is a serious social problem. We estimated the blood alcohol concentration of a defendant on the request of local prosecutor's office in Korea. Based on the defendant's history,... -
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- The Effect of Quinidine on Digoxin Clearance
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Kim HS, Na HO, Shin WG, Lee MH, Seo JD
- KMID: 2229299
- Korean Circ J.
- 1994 Jun;24(3):482-485.
- doi: 10.4070/kcj.1994.24.3.482
BACKGROUND: Quinidine appeared to increase serum digoxin levels when given with quinidine. Therefore elevated serum digoxin concentrations and clinical toxicity have been reported in patient receiving quinidine. Currently, Bayesian method... -
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- Estimation of Paratuberculosis Prevalence in Dairy Cattle in a Province of Korea using an Enzyme-linked Immunosorbent Assay: Application of Bayesian Approach
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Pak SI, Kim D, Salman M
- KMID: 1099821
- J Vet Sci.
- 2003 Apr;4(1):51-56.
To draw inferences about the sensitivity and specificity of the newly developed ELISA test for bovine paratuberculosis (PTB) diagnosis and posterior distribution on the prevalence of PTB in a province... -
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- Development and Application of a Performance Prediction Model for Home Care Nursing Based on a Balanced Scorecard using the Bayesian Belief Network
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Noh W, Seomun G
- KMID: 2164384
- J Korean Acad Nurs.
- 2015 Jun;45(3):429-438.
- doi: 10.4040/jkan.2015.45.3.429
PURPOSE: This study was conducted to develop key performance indicators (KPIs) for home care nursing (HCN) based on a balanced scorecard, and to construct a performance prediction model of strategic... -
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- Treatment Duration and Cost of Work-related Low Back Pain in Korea
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Kim HS, Choi JW, Chang SH, Lee KS, Oh JY
- KMID: 1781739
- J Korean Med Sci.
- 2005 Feb;20(1):127-131.
- doi: 10.3346/jkms.2005.20.1.127
The purpose of this study is to present the information on the duration of treatment and the cost of work-related low back pain. Using the compensation-database for 1997 work-related low... -
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- Effects of Erythromycin and New Macrolides on the Serum Theophylline Level and Clearance
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Lee HB, Lee YC, Rhee YK
- KMID: 1969830
- Tuberc Respir Dis.
- 1998 Jun;45(3):546-552.
- doi: 10.4046/trd.1998.45.3.546
BACKGROUND: Up to 90% of a theophylline dose is biotransformed, by interaction with one or more the variants of the cytochrome P-450 drug metabolism system. Macrolides affect the elimination of... -
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- Analysis of the severity of occupational injuries in the mining industry using a Bayesian network
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Mirzaei Aliabadi M, Aghaei H, kalatpuor , Soltanian , Nikravesh
- KMID: 2469420
- Epidemiol Health.
- 2019;41:e2019017.
- doi: 10.4178/epih.e2019017
OBJECTIVES: Occupational injuries are known to be the main adverse outcome of occupational accidents. The purpose of the current study was to identify control strategies to reduce the severity of... -
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