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Eun Jeong Lee

Seoul National University · Medicine

About the Lab

Professor Eun Jeong Lee's research lab specializes in biomedical engineering and health informatics, focusing on the development of artificial intelligence applications in cardiology, particularly in using electrocardiograms to predict diastolic dysfunction and heart failure. The lab also explores personalized energy load forecasting using deep learning techniques, emphasizing transfer and meta-learning for efficient individualized modeling. In addition, the lab investigates public health issues such as pediatric dental caries related to dietary behaviors and educational disparities in mathematics achievement by gender, integrating data-driven approaches to inform policy and intervention strategies.

artificial intelligenceelectrocardiogrambiomedical compositeshealth informaticsdental caries

Research Overview

Papers
197
Total Citations
1,661
Papers (5y)
60
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
60total
2022
2023
2024
2025
2026
Citations per year (5y)
326total
20222023202420252026

Selected Papers

15
1
Article|87 citations·2024
Artificial intelligence-enabled ECG for left ventricular diastolic function and filling pressure
Eunjung Lee, Saki Ito, William R. Miranda, Francisco López-Jiménez, Garvan C. Kane, Samuel J. Asirvatham, Peter A. Noseworthy, Paul A. Friedman, Rickey E. Carter, Barry A. Borlaug, Zachi I. Attia, Jae K. Oh
SJR Q1npj Digital MedicineOA

Assessment of left ventricular diastolic function plays a major role in the diagnosis and prognosis of cardiac diseases, including heart failure with preserved ejection fraction. We aimed to develop an artificial intelligence (AI)-enabled electrocardiogram (ECG) model to identify echocardiographically determined diastolic dysfunction and increased filling pressure. We trained, validated, and tested an AI-enabled ECG in 98,736, 21,963, and 98,763 patients, respectively, who had an ECG and echocar

Cardiology and Cardiovascular MedicineMedicine
2
Article|47 citations·2021
Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning
Eunjung Lee, Wonjong Rhee
SJR Q1IEEE AccessOA

While the general belief is that the best way to predict electric load is through individualized models, the existing studies have focused on one-for-all models because the individual models are difficult to train and require a significantly larger data accumulation time per individual. In recent years, applying deep learning for forecasting electric load has become an important research topic but still one-for-all has been the main approach. In this work, we adopt transfer learning and meta lea

Electrical and Electronic EngineeringEngineering
3
Article|33 citations·2019
Defining virtual control group to improve customer baseline load calculation of residential demand response
Eunjung Lee, Kyung‐Eun Lee, Hyoseop Lee, Euncheol Kim, Wonjong Rhee
SJR Q1Applied Energy
Electrical and Electronic EngineeringEngineering
4
Article|29 citations·2008
초등학생의 간식섭취실태와 치아우식증과의 상관관계에 관한 조사연구
이은정, 진보형, 백대일, 황인경

The purpose of this study was to examine the relationship between snack food intakes and dental caries in 661 Korean elementary school children. After each meal, 59.6% of the surveyed children ate snack foods, in particular, they ate snack heavily after lunch. The snack food items causing dental caries contained high levels of sugar and were convenience foods, which the children had preference toward. In addition, the intake frequency of snack foods substituted for meals was greater than 54%. Ba

5
Article|27 citations·2011
PISA수학성취도 평가에 나타난 한국 학생들의 성차 추이의 배경 요인 연구
이은정, 이경화

본 연구에서는 PISA수학성취도 자료와 국내외 성차 관련 연구 자료를 분석하여 우리나라 학생들의 성차 추이와 그에 대한 배경을 살펴보았다. 우리나라는 2000년과 2003년 PISA수학성취도 평가에서 유의미하게 큰 성차를 보인 반면 2006년부터 성차가 급격히 감소하였다. 이러한 성차의 급격한 감소 현상에 영향을 미친 요인을 탐색하기 위해 국내외 성차 관련 연구 자료를 분석하였으며, 이를 토대로 여성의 이공계 진출을 유도하는 국가차원의 정책적 지원과 같은 사회문화적 변화와 교육과정과 그에 따른 교과서의 변화 등과 같은 요인들이 여학생의 수학 성취도 향상에 긍정적인 영향을 미쳤을 것으로 판단된다.

6
Article|16 citations·2003
조직배양산삼 부정근 메탄올 추출물이 식이성 고지혈증에 미치는 영향
이은정, 조해림, 이대위, 정춘식, 김종훈, 김영식
7
Article|16 citations·2006
Production of Hydroxyapatite/Bioactive Glass Biomedical Composites by the Hot‐Pressing Technique
Eunjung Lee, Hyoun‐Ee Kim, Hyoun‐Ee Kim, Hae‐Won Kim, Hae‐Won Kim
SJR Q1Journal of the American Ceramic Society

Biomedical composites of hydroxyapatite (HA) and bioactive glass (BG) have been difficult to obtain as a dense body without the undesirable occurrence of thermal reactions and phase degradation. Herein, HA–BG dense composites were produced by the hot‐pressing technique. A range of HA–BG powder mixtures (30–50 wt% BG) was fully densified by hot pressing at temperatures as low as ∼700°–800°C. On the other hand, the HA–BG composites could not be densified by pressureless sintering because their com

Biomedical EngineeringEngineering
8
Article|16 citations·2007
한국주식시장에서 데이트레이딩의 수익성에 관한 연구
이은정, 박경서, 장하성
9
Article|13 citations·2024
Using Electrocardiogram to Assess Diastolic Function and Prognosis in Mitral Regurgitation
Gal Tsaban, Eunjung Lee, Samuel B. Wopperer, Muhannad Abbasi, Hee Tae Yu, Garvan C. Kane, Francisco López-Jiménez, Sorin V. Pislaru, Vuyisile T. Nkomo, Abhishek Deshmukh, Samuel J. Asirvatham, Peter A. Noseworthy
SJR Q1Journal of the American College of Cardiology
Cardiology and Cardiovascular MedicineMedicine
10
Article|9 citations·2010
우리나라 주택 내에서 발생하는 비의도적 손상의 양상
이은정, 이진석, 김윤, 박건희, 은상준, 서수경, 김용익
http://kmbase.medric.or.kr/Main.aspx?d=KMBASE&m=VIEW&i=0371020100430010084

Objectives: To investigate the patterns of unintentional home injuries in Korea. Methods: The study population was 12,382,088 people who utilized National Health Insurance services due to injuries (main diagnosis codes S00 to T28) during 2006. Stratified samples(n=459,501) were randomly selected by sex, age group and severity of injury. A questionnaire was developed based on the International Classification of External Causes of Injury and 18,000 cases surveyed by telephone were analyzed after b

11
Article|6 citations·2012
High efficiency organic light-emitting display using selective spectral photo-recycling
Eunjung Lee, Jang‐Kun Song
SJR Q2Applied Physics A
Electrical and Electronic EngineeringEngineering
12
Article|5 citations·2015
Concomitant percutaneous aortic embolectomy and excision of left atrial myxoma in a child
Eunjung Lee, Sena Moon, Jae Young Lee, Joon Kyu Kang, Yun Hee Chang
SJR Q3Pediatrics International

Cardiac myxoma is rare in children and often associated with cerebrovascular events. Reported herein is the case of a 9-year-old boy who presented with acute obstruction of the aortic bifurcation associated with a huge left atrial (LA) myxoma, thereby leading to acute ischemia of the lower extremities. Immediate surgical removal of the LA myxoma with concomitant percutaneous embolectomy using a Forgathy catheter was done, with relief of ischemic symptoms. Cardiac myxoma should always be consider

Cardiology and Cardiovascular MedicineMedicine
13
Article|5 citations·2010
Improved angle‐of‐view measurement method for display devices
Eunjung Lee, Jong Ho Chong, Sun A Yang, Hun Jung Lee, Miok Shin, Su Young Kim, Dong Wook Choi, Seung Bae Lee, Han Yong Lee, Brian H. Berkeley
SJR Q1Journal of Information DisplayOA

Abstract With the increasing demand for a better FPD image quality, better evaluation metrics and advanced display quality measurement methods are required to meet these needs. There are many measurement methods for evaluating the viewing angle of various display devices, but these methods, which include luminance drop, color shift, and contrast ratio decrease, are imperfect considering that human perception does not completely correlate to them. In this paper, a new method of measuring the perc

Cognitive NeuroscienceNeuroscience
14
Article|5 citations·2013
‘다종교·다민족·다문화’적인 오스만제국의 통치 전략
이은정

This article examines some techniques of rule that the Ottoman empire employed to project its power over the centuries. And it explores the interaction of internal and external factors that led to the rise and demise of the Ottoman empire. The central dynastic Ottoman state employed a variety of strategies to assure its own perpetuation. Especially as the multi-ethnic, multi-religious Ottoman empire, state power relied on an effective and tolerant model of a multi-religious political system that

15
Article|4 citations·2006
A Dynamic Mobility Management Scheme for VoIP Services
Eunjung Lee, Jinsuk Baek, Shou‐Hsuan Stephen Huang

In order to provide seamless VoIP service in the mobile wireless environment, we need to minimize the disruption time to process a handoff of an ongoing VoIP call. There are several schemes focusing on this issue. However, they require a lot of signalling message exchanges, resulting in exposures of confidential information of the mobile nodes in network. We propose a dynamic shadow registration scheme eliminating these disadvantages. Our simulation results show our scheme can significantly redu

Electrical and Electronic EngineeringEngineering

Research Areas

Cardiology and Cardiovascular MedicineElectrical and Electronic EngineeringArtificial IntelligenceComputer Networks and CommunicationsTransportationBiomaterials

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