A5101723612- Imbalanced Data Classification Techniques
- Sexual Differentiation and Disorders
- melanin and skin pigmentation
- Surface and Thin Film Phenomena
- Anomaly Detection Techniques and Applications
- Renal Transplantation Outcomes and Treatments
- Advanced Statistical Methods and Models
- Gout, Hyperuricemia, Uric Acid
- Genetics and Neurodevelopmental Disorders
- Vehicle License Plate Recognition
- Text and Document Classification Technologies
- Advanced Measurement and Metrology Techniques
- Meteorological Phenomena and Simulations
- Mast cells and histamine
- Health and Wellbeing Research
- Hypothalamic control of reproductive hormones
- Coronary Artery Anomalies
- Electroconvulsive Therapy Studies
- Quantum and electron transport phenomena
- RNA regulation and disease
- Transplantation: Methods and Outcomes
- Advanced Wireless Communication Techniques
- Precipitation Measurement and Analysis
- Genetic and rare skin diseases.
- Skin Protection and Aging
CHA University
2017-2024
CHA Bundang Medical Center
2018-2024
Sungkyunkwan University
2011-2016
Seoul National University
2009-2014
Seoul National University Hospital
2014
Background: Major questions remain regarding the agestratified trends of allergic diseases and asthma in Korea.Purpose: To identify estimated recent prevalence 10- year asthma, rhinitis, atopic dermatitis among Korean population from 2008 to 2017.Methods: This nationwide cross-sectional survey (Korean National Health Nutrition Examination Survey) over 10 years (2008–2017) examined representative samples (n=85,006) including 2,131 infants, 4,352 preschool children, 12,919 school-age 44,200...
The class imbalance problem is frequently found in many real-world domains, where of traditional classifiers often fail to detect minority objects due paying less attention those. In an effort address this problem, a new under-sampling technique GAUS (genetic algorithm based under-sampling) proposed paper. designed overcome several limitations existing methods such as performance instability and information loss data distribution. To select informative majority objects, tries maximize the...
In order to handle the class imbalance problem, synthetic data generation methods such as SMOTE, ADASYN, and Borderline-SMOTE have been developed. These use a common parameter k, number of nearest neighbors. Nonetheless most effective k value depends on given dataset, there is no guideline determine k. Moreover, if dataset has noises, small sub-clusters, or complex patterns, existing SMOTE its variants show poor classification performance. Our method that we named Automatic Neighborhood size...
Hyperuricaemia commonly occurs in renal transplant recipients (RTRs), but the effects of post-transplant hyperuricaemia on kidney outcome have not been clearly established. This work was designed to explore impact outcome.The authors examined this issue by analysing clinical 281 RTRs. (defined as UA > 7.0 mg/dl men and >6.0 women for at least two consecutive tests, n = 121) classified early onset (within 1 year transplant, 90) or late (n 31). Graft function estimated using MDRD Study...
Background.Idiopathic focal segmental glomerulosclerosis (FSGS) occurring at young age is known to predispose poor graft outcome, but the outcome of adulthood-onset FSGS (A-FSGS) has not been thoroughly investigated. Here, we compared outcomes between kidney recipients with A-FSGS and childhood-onset (C-FSGS).
We propose a new stopping criterion for decoding LDPC codes which consists of measure decoder behaviors and decision rule to predict failure. will show that the proposed measure, number satisfied check nodes, does not need (or minimizes) additional complexity, is efficient more importantly channel independent, was possible in previous work.
cardial segments, 6) thereby detection of subclinical diastolic dysfunction at long-term follow-up children in the KDHx group by these parameters may be challenging.With LV dysfunction, resultant rise left atrial (LA) pressure would lead to LA remodeling, reflected impaired function. 7)During systole, functions as a reservoir pulmonary venous return. 8)LA function could phasic volume changes such total emptying fraction, which is (maximum -minimum volume) / maximum volume. 8)Also, assessed...
Familial male-limited precocious puberty (FMPP) is a rare form of gonadotropin-independent that caused by an activating mutation the LHCGR gene. Herein, we report case FMPP with gene in Korean boy familial history through 3 generations. A 16-month-old presented signs puberty, including pubic hair, acne, and increased growth velocity. The patient's grandfather father had profound short stature. On physical examination, patient prepubertal testes hair development appropriate for Tanner stage...
With the growing interest in skincare and maintenance, there are increasing numbers of studies on classification skin type factors influencing each type. This study presents a novel methodology by using data mining, for determination relationships between type, lifestyle, patterns cosmetic utilization. Eight skin-specific factors, which moisture, sebum U-zone (both cheeks), T-zone (forehead, nose, chin), pore, melanin, wrinkle, acne, hemoglobin, were measured 1,246 subjects living South...
In meteorology, exploitation of Kalman filter as a data assimilation system is virtually impossible due to simultaneous requirements adjoint model and large computer resource. The other substitute utilizing ensemble only affordable by compensating an enormous usage computing Furthermore, the latter employs integration sets for evolving background error covariance matrix dynamical feature temporal evolution weather conditions. We propose new implementation method that works without explicit...
Despite the recent progress in understanding geometric structures of defects and edges a graphene device (GD), how such affect transport properties have not been clearly defined. In this study, surface structure GD was observed with an atomic force microscope (AFM) spatial variation current by gating tip measured scanning gate microscopy (SGM). It found that corrugations, directly influence current. This observation is linked proposed scattering model based on macroscopic measurements.
Rhabdomyolysis associated with psychogenic polydipsia and hyponatremia is a rare condition that can cause substantial morbidity mortality. We report 14-year-old boy who experienced recurrent subsequent rhabdomyolysis. Treatment involved intravenous fluids restriction of oral water intake. This case emphasizes the importance early recognition management this condition. The possibility rhabdomyolysis should be considered in patients have myalgia.
Abstract Disclosure: H. Yoo: None. J. Ha: M. Jung: Y. Choi: E. We present an extremely rare case of FMPP with activating mutation the LHCGR gene in a Korean infant. A 16-month-old-boy was brought to out-patient clinic complaints pubic hair, acne and rapid growth acceleration. His father had become aware symptoms 4 month before. grandfather family history precocious puberty profound short stature (Height father: 148 cm 158 respectively). At physical examination, his height 83 (+1.2 SDS)...
Introduction: Organic lesions, including brain tumors, should be suspected in boys with precocious puberty. However, it is not usually children early Case Presentation: Here we present an extremely rare case of rapidly progressing puberty basal ganglia germinoma coupled three-prime repair exonuclease 1 (TREX1) variant. This was a 10-year-old-boy borderline mental retardation and Physical examination revealed 10 mL testes (Tanner stage 3 for genital development), his bone age that 12-year old...