| 2023-09 |
Relationships of Macular Functional Impairment With Structural and Vascular Changes According to Glaucoma Severity |
Investigative Ophthalmology and Visual Science
|
| 2023-06 |
Multicolor imaging compared with red-free fundus photography in the detection of glaucomatous retinal nerve fiber layer thinning |
Photodiagnosis and Photodynamic Therapy
|
| 2023-02 |
Real-Time Tunnel Abnormal Sound Detection Algorithm Using Convolutional Neural Networks |
한국통신학회논문지
|
| 2023-01 |
Systemic factors associated with 10-year glaucoma progression in South Korean population: a single center study based on electronic medical records |
Scientific Reports
|
| 2022-10 |
Predictive Modeling of Long-Term Glaucoma Progression Based on Initial Ophthalmic Data and Optic Nerve Head Characteristics |
Translational Vision Science & Technology
|
| 2022-02 |
Association between corneal refractive surgery and the prevalence of glaucoma: Korea National Health and Nutrition Examination Survey 2010-2012 |
BRITISH JOURNAL OF OPHTHALMOLOGY
|
| 2022-01 |
A new classification tree method with interaction detection capability |
COMPUTATIONAL STATISTICS & DATA ANALYSIS
|
| 2021-09 |
Intereye Comparison of the Characteristics of the Peripapillary Choroid in Patients with Unilateral Normal-Tension Glaucoma |
OPHTHALMOLOGY GLAUCOMA
|
| 2021-05 |
Progressive retinal nerve fibre layer thinning and choroidal microvasculature dropout at the location of disc haemorrhage in glaucoma |
BRITISH JOURNAL OF OPHTHALMOLOGY
|
| 2021-04 |
Optimal Feature Set Size in Random Forest Regression |
APPLIED SCIENCES-BASEL
|
| 2020-12 |
Glaucoma-like Parapapillary Choroidal Microvasculature Dropout in Patients with Compressive Optic Neuropathy |
OPHTHALMOLOGY
|
| 2020-08 |
Double random forest |
MACHINE LEARNING
|
| 2020-07 |
Differentiation of Nonarteritic Anterior Ischemic Optic Neuropathy from Normal Tension Glaucoma by Comparison of the Lamina Cribrosa |
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
|
| 2020-06 |
Cognitive Impairment and Lamina Cribrosa Thickness in Primary Open-Angle Glaucoma |
Translational Vision Science and Technology
|
| 2020-03 |
Random forest ensemble using a weight-adjusted voting algorithm |
한국데이터정보과학회지
|
| 2019-12 |
Effect of Smartphone Use on Intraocular Pressure |
SCIENTIFIC REPORTS
|
| 2019-08 |
Elucidation of the Strongest Factors Influencing Rapid Retinal Nerve Fiber Layer Thinning in Glaucoma |
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
|
| 2019-03 |
Dynamic Range of the Peripapillary Retinal Vessel Density for Detecting Glaucomatous Visual Field Damage |
Ophthalmology Glaucoma
|
| 2019-03 |
On the Optimal Size of Candidate Feature Set in Random forest |
APPLIED SCIENCES-BASEL
|
| 2018-09 |
Steeper structure-function relationship in eyes with than without a parapapillary deep-layer microvasculature dropout |
SCIENTIFIC REPORTS
|
| 2017-10 |
Spontaneous Retinal Venous Pulsation in Unilateral Primary Open-angle Glaucoma With Low Intraocular Pressure |
JOURNAL OF GLAUCOMA
|
| 2017-07 |
Pseudophakic Macular Edema in Primary Open-Angle Glaucoma: A Prospective Study Using Spectral-Domain Optical Coherence Tomography |
AMERICAN JOURNAL OF OPHTHALMOLOGY
|
| 2017-07 |
RHSBoost: Improving classification performance in imbalance data |
COMPUTATIONAL STATISTICS & DATA ANALYSIS
|
| 2017-01 |
Factors Associated with the Retinal Nerve Fiber Layer Loss after Acute Primary Angle Closure: A Prospective EDI-OCT Study |
PLOS ONE
|
| 2016-08 |
Glaucoma diagnostic ability of the new circumpapillary retinal nerve fiber layer thickness analysis based on bruch’s membrane opening |
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
|
| 2016-06 |
Anterior Lamina Cribrosa Surface Depth in Open-Angle Glaucoma: Relationship with the Position of the Central Retinal Vessel Trunk |
PLOS ONE
|
| 2016-02 |
Increased CSF tau level is correlated with decreased lamina cribrosa thickness |
ALZHEIMERS RESEARCH & THERAPY
|
| 2016-01 |
Tree size determination for classification ensemble |
한국데이터정보과학회지
|
| 2016-01 |
Comparison of the Abilities of SD-OCT and SS-OCT in Evaluating the Thickness of the Macular Inner Retinal Layer for Glaucoma Diagnosis |
PLOS ONE
|
| 2015-06 |
Correlation between depth and area of retinal nerve fiber layer defect as measured by spectral domain optical coherence tomography |
GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY
|
| 2015-04 |
Influence of Lamina Cribrosa Thickness and Depth on the Rate of Progressive Retinal Nerve Fiber Layer Thinning |
OPHTHALMOLOGY
|
| 2015-03 |
Reproducibility of Spectral-domain Optical Coherence Tomography RNFL Map for Glaucomatous and Fellow Normal Eyes in Unilateral Glaucoma |
JOURNAL OF GLAUCOMA
|
| 2015-01 |
Accurate Ensemble Pruning with PL-Bagging |
COMPUTATIONAL STATISTICS & DATA ANALYSIS
|
| 2014-12 |
분류 앙상블 모형에서 Lasso-bagging과 WAVE-bagging 가지치기 방법의 성능비교 |
한국데이터정보과학회지
|
| 2014-09 |
Double-Bagging Ensemble Using WAVE |
Communications for Statistical Applications and Methods
|
| 2014-07 |
Microstructure of b-Zone Parapapillary Atrophy and Rate of Retinal Nerve Fiber Layer Thinning in Primary Open-Angle Glaucoma |
OPHTHALMOLOGY
|
| 2014-06 |
Canonical Forest |
COMPUTATIONAL STATISTICS
|
| 2013-03 |
Lamina cribrosa thickness is not correlated with central corneal thickness or axial length in healthy eyes |
GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY
|
| 2013-03 |
Reversal of Lamina Cribrosa Displacement after Intraocular Pressure Reduction in Open-Angle Glaucoma |
OPHTHALMOLOGY
|
| 2012-09 |
부스팅 트리에서 적정 트리사이즈의 선택에 관한 연구 |
한국데이터정보과학회지
|
| 2012-08 |
The Effect of Axial Length on the Variability of Stratus Optical Coherence Tomography |
Korean Journal of Ophthalmology
|
| 2012-08 |
Glaucoma Progression After the First-detected Optic Disc Hemorrhage by Optical Coherence Tomography |
JOURNAL OF GLAUCOMA
|
| 2012-04 |
The Effect of Various Factors on Variability of Retinal Nerve Fiber Layer Thickness Measurements Using Optical Coherence Tomography |
Korean Journal of Ophthalmology
|
| 2012-01 |
An extension of regression trees to generate better predictive models |
IIE Transactions
|
| 2011-12 |
A weight-adjusted voting algorithm for ensembles of classifiers |
JOURNAL OF THE KOREAN STATISTICAL SOCIETY
|
| 2011-11 |
Robust classification ensemble method for microarray data |
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS
|
| 2011-10 |
수정된 반복 주성분 분석 기법에 대한 연구 |
응용통계연구
|
| 2011-09 |
Negative refraction power causes underestimation of peripapillary retinal nerve fibre layer thickness in spectral-domain optical coherence tomography |
BRITISH JOURNAL OF OPHTHALMOLOGY
|
| 2011-05 |
Effect of signal strength on reproducibility of circumpapillary retinal nerve fiber layer thickness measurement and its classification by spectral-domain optical coherence tomography |
JAPANESE JOURNAL OF OPHTHALMOLOGY
|
| 2011-04 |
Comparison of Goldmann Applanation Tonometer, Noncontact Tonometer, and TonoPen XL for Intraocular Pressure Measurement in Different Types of Glaucomatous, Ocular Hypertensive, and Normal Eyes |
CURRENT EYE RESEARCH
|
| 2010-09 |
Effect of Signal Strength on Reproducibility of Peripapillary Retinal Nerve Fiber Layer Thickness Measurement and Its Classification by Time-Domain Optical Coherence Tomography |
Japanese Journal Of Ophthalmology
|
| 2009-02 |
Ability of Stratus OCT to Detect Progressive Retinal Nerve Fiber Layer Atrophy in Glaucoma |
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
|
| 2008-12 |
운영리스크 자기자본 측정을 위한 극단치분포의 활용에 관한 연구 |
리스크관리연구
|
| 2008-09 |
운영리스크 VaR 추정값의 안정성검증 방법 연구 |
Communications of the Korean Statistical Society
|
| 2008-01 |
생산자 책임재활용 제도를 위한 혼입비율조사에서 Judgement Post-Stratification의 활용 |
한국통계학회 논문집
|
| 2007-10 |
Visualizable and interpretable regression models with good prediction power |
IIE TRANSACTIONS
|
| 2006-09 |
Correlation between topographic profiles of localized retinal nerve fiber layer defects as determined by optical coherence tomography and red-free fundus photography |
JOURNAL OF GLAUCOMA
|
| 2006-05 |
Use of Modern Statistical Methods in Developing Ecotoxicity QSARs |
PROGRESS IN ENVIRONMENTAL RESEARCH
|
| 2006-04 |
Bayesian Modeling of Mortality Rates for Colon Cancer |
한국통계학회 논문집
|
| 2006-03 |
의사결정나무에서 순서형 분리변수 선택에 관한 연구 |
응용통계연구
|
| 2004-08 |
Marginal Likelihoods for Bayesian Poisson Regression Models |
한국통계학회 논문집
|
| 2003-11 |
Comparative Assessment of Multiresponse Regression Methods for Predicting the Mechanisms of Toxic Action of Phenols |
JOURNAL OF CHEMICAL INFORMATION AND COMPUTERSCIENCES
|
| 2003-09 |
Missing Value Algorithms in Decision Trees |
Statistical Data Mining and Knowledge Discovery
|
| 2003-09 |
Classification Trees with Bivariate Linear Discriminant Node Models |
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
|
| 2003-09 |
On tree-based classifications with multi-response variables |
INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE
|
| 2003-08 |
Motivation and Learner Characteristics Affecting Online Learning and Learning Application |
Journal of Educational Technology Systems
|
| 2002-06 |
Combining Decision Trees using Systematic Patterns |
Computing Science and Statistics
|
| 2002-06 |
Neuroprotective Effect of Memantine in a Rabbit Model of Optic Nerve Ischemia |
KOREAN JOURNAL OF OPHTHALMOLOGY
|
| 2002-06 |
Marginal likelihood for a class of Bayesian generalized linear models |
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
|
| 2001-06 |
Classification Trees with Unbiased Multiway Splits |
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
|
| 2001-06 |
2D Classification Trees |
Computing Science and Statistics
|