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김예원 교수

Yewon Kim

한양대학교 경영학부 · 경영학

연구실 소개

김예원 교수의 연구실은 의료 영상 분석과 인공지능 기반 이미지 처리 기술을 융합하여 건강 분야의 정밀의료와 진단 정밀도 향상을 목표로 합니다. 특히 망막 이미지나 눈 건조증 환자의 생체 정보를 분석하는 데 초점을 맞추며, 딥러닝 기반 자동화된 영상 분석 알고리즘 개발을 통해 임상적 정확도를 높이고자 합니다. 또한 환자의 생체 신호와 환경 요인(예: 오존 오염) 간의 상관관계를 분석함으로써 질병의 조기 진단 및 예방 전략을 모색하고 있습니다. 기업의 공시 행동과 투자자 반응, 주가붕괴와 같은 금융 분야의 문제도 함께 다루며, 의료와 금융의 융합적 접근을 선도하고 있습니다.

의료 영상 분석딥러닝눈 건조증주가붕괴의료-금융 융합

연구 현황

논문 수
53
총 인용 수
467
최근 5년 논문
33
주요 분야
경영학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
33총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
169총합
20212022202320242025

주요 논문

15
1
논문|인용수 110·2020
Different adverse effects of air pollutants on dry eye disease: Ozone, PM2.5, and PM10
Yewon Kim, Yoon‐Hyeong Choi, Mee Kum Kim, Hae Jung Paik, Dong Hyun Kim
SJR Q1Environmental Pollution
Public Health, Environmental and Occupational HealthMedicine
2
논문|인용수 103·2021
Deep learning-based automated and universal bubble detection and mask extraction in complex two-phase flows
Yewon Kim, Hyungmin Park
SJR Q1Scientific ReportsOA

Abstract While investigating multiphase flows experimentally, the spatiotemporal variation in the interfacial shape between different phases must be measured to analyze the transport phenomena. For this, numerous image processing techniques have been proposed, showing good performance. However, they require trial-and-error optimization of thresholding parameters, which are not universal for all experimental conditions; thus, their accuracy is highly dependent on human experience, and the overall

Biomedical EngineeringEngineering
3
논문|인용수 83·2015
Solving Multicollinearity Problem Using Ridge Regression Models
Yewon Kim
Statistics and ProbabilityMathematics
4
논문|인용수 35·2019
Upward bubbly flows in a square pipe with a sudden expansion: Bubble dispersion and reattachment length
Yewon Kim, Hyungmin Park
SJR Q1International Journal of Multiphase Flow
Biomedical EngineeringEngineering
5
논문|인용수 26·2019
Short-Term Effects of Ground-Level Ozone in Patients With Dry Eye Disease: A Prospective Clinical Study
Yewon Kim, Hae Jung Paik, Mee Kum Kim, Yoon‐Hyeong Choi, Dong Hyun Kim
SJR Q1Cornea

PURPOSE: To investigate changes in the clinical features of patients with dry eye disease (DED) according to short-term outdoor ground-level ozone exposure. METHODS: This prospective observational study included patients with DED who were treated with the same topical drugs (0.05% cyclosporine or 3% diquafosol) and visited the hospital twice at 2-month intervals. Patients who showed a short tear film breakup time and positive ocular surface staining were assigned to the diquafosol and cyclospori

Public Health, Environmental and Occupational HealthMedicine
6
논문|인용수 18·2023
Audit committee accounting financial expertise and stock price crash risk
Meeok Cho, Hui Dong Kim, Yewon Kim
SJR Q1International Review of Financial Analysis
AccountingBusiness, Management and Accounting
7
논문|인용수 6·2019
Valuing Brand Collaboration: Evidence From a Natural Experiment
Yewon Kim, Sanjog Misra, Bradley Shapiro
SSRN Electronic JournalOA
MarketingBusiness, Management and Accounting
8
논문|인용수 5·2021
Stock Price Crash and Investors’ Response to Earnings Announcements
Yewon Kim, Yoojin Shin, Eugenia Y. Lee
SJR Q4Korean Accounting Review

주가붕괴(stock price crash)는 경영자들이 악재(bad news)를 호재(good news)에 비해 지연하여 공시하는 성향으로 인해 악재가 누적되었다가 한꺼번에 시장에 알려질 때 주가가 폭락하는 현상을 말한다. 본 연구는 기업의 관점에서 주가붕괴의 발생 원인 및 결과에 초점을 맞추는 선행연구를 확장하여 주가붕괴에 대한 투자자의 반응을 살펴보았다. 주가붕괴는 투자자들이 기업의 기회주의적 공시 행태를 인지하는 계기가 되어 투자자들의 해당 기업에 대한 신뢰도를 저해한다. 이는 해당 기업이 발표하는 회계정보에 대한 투자자들의 의존도를 하락시킬 수 있으며, 특히 이익 정보에 대해 주가가 반응하는 정도를 나타내는 이익반응계수(earnings response coefficient)가 하락할 것으로 예측할 수 있다. 2007년부터 2018년까지의 국내 자료를 이용한 실증분석 결과는 이러한 예측을 지지한다. 본 연구의 발견은 주가붕괴가 그 자체로 기업 및 투자자들에게 큰 경제적 손실을

Management Science and Operations ResearchDecision Sciences
9
논문|인용수 4·2021
Utilization of Preventive Therapy in Korean Migraine Patients
Yewon Kim, Susin Park, Eonjeong Kim, Nam Kyung Je
Korean Journal of Clinical PharmacyOA

Migraine is a common neurological disorder that occurs in approximately 12% of adults in western countries and can significantly impair the quality of life of the patients. In Korea, 6.1% of the population suffers from migraine headaches at least once a year, and women roughly have three times higher incidence of migraine than men. It is most frequent in women aged 40-49 years and men aged 19-29 years. his neurological disorder has a broad range of severity and symptoms; it is a unilateral, puls

Psychiatry and Mental healthMedicine
10
논문|인용수 3·2020
Customer Retention under Imperfect Information
Yewon Kim
SSRN Electronic JournalOA
MarketingBusiness, Management and Accounting
11
논문|인용수 3·2015
A case of fitness to work in a worker with COPD using the exercise stress test
Yewon Kim, Kyungyong Jung, Ji Young Ryu, Dae Hwan Kim, Sang Yoon Lee
SJR Q2Annals of Occupational and Environmental MedicineOA

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a chronic respiratory disease characterized by persistent airflow limitation. Therefore, both work ability and workday length may be affected in individuals with this disease. We studied a worker with suspected COPD and assessed fitness to work using post-bronchodilator spirometry, symptom assessment scales, and the exercise stress test. CASE REPORT: The patient was a 58-year-old man due to work as a field supervisor in the ship constru

Pulmonary and Respiratory MedicineMedicine
12
논문|인용수 2·2020
Management of an inflammatory abdominal aortic aneurysm causing ureteric obstruction: a case report
Yewon Kim, Paul Ghaly, Jim Iliopoulos, Gregory Leslie, Mehtab Ahmad
SJR Q3Journal of Surgical Case ReportsOA

Inflammatory abdominal aortic aneurysms (IAAAs) are rare large-vessel pathology, with potentially life-threatening complications including obstructive uropathy secondary to retroperitoneal fibrosis. Comprising a small proportion of all AAA, their pathogenesis remains unknown, with the hypothesis of infective and immunological aetiologies circulating in current literature. Management principles of IAAAs aim at prevention of aortic rupture and include open-surgical or endovascular therapies. Due t

Pulmonary and Respiratory MedicineMedicine
13
논문|인용수 2·2021
Analyst Coverage and the Market Valuation of Capitalized versus Expensed R&D*
Yewon Kim, Hyungjin Cho, Seunghee Yang
SJR Q3Asia-Pacific Journal of Financial Studies

Abstract We investigate the information benefits from R&D capitalization by focusing on the role of financial analysts in mitigating information asymmetry. Using a large sample of Korean firms, we find a positive association between analyst coverage and the market valuation of expensed R&D indicating that an analyst's activities can help investors to understand the implications of R&D investments. In contrast, analyst coverage does not significantly improve the valuation of capitaliz

AccountingBusiness, Management and Accounting
14
논문|인용수 2·2024
Chaebol-affiliated analysts and biases in interpreting accruals
Seunghee Yang, Lee‐Seok Hwang, Yewon Kim
SJR Q2Journal of Contemporary Accounting & Economics
Social PsychologyPsychology
15
논문|인용수 2·2022
How Does a Firm’s Earnings Response Coefficient Vary with Managerial Ability? Evidence from Korea
Yewon Kim, Sera Choi, Bum‐Joon Kim
SJR Q1Emerging Markets Finance and Trade

This study investigates managerial ability’s effect on firms’ earnings response coefficients (ERCs). We find that ERC increases with managerial ability, suggesting that investors more favorably perceive earnings from competent managers. Further, managerial ability influences ERC via the information environment; the influence is positive only for firms with better information environments. Meanwhile, since foreign investors have incentive to improve the information environment to overcome their i

AccountingBusiness, Management and Accounting

대표 연구 분야

AccountingPublic Health, Environmental and Occupational HealthMarketingPhysiologySurgeryBiomedical Engineering

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