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이상일 교수

Sang Il Lee

성균관대학교 의학과 · 의학

연구실 소개

이상일 교수의 연구실은 응급의료 분야에서 인공지능과 헬스 인포매틱스의 응용을 중심으로 연구를 진행하고 있습니다. 특히 기계학습 기반의 응급진료 트리iage 및 위험도 평가, 응급실 운영 최적화, 고령 환자에서의 혼란증 예방 등 임상적 실용성을 갖춘 기술 개발에 초점을 맞추고 있습니다. 또한, 자연어 처리(NLP)와 같은 디지털 헬스 기술을 활용한 진료 기록 분석 및 약물 개발 연구도 함께 수행하고 있습니다. 최근에는 천연물의 당뇨 관리 효과에 대한 기초 연구도 병행하며, 임상과 기초의 융합 연구를 추구하고 있습니다.

기계학습응급의료헬스 인포매틱스혼란증 예방자연어 처리

연구 현황

논문 수
272
총 인용 수
3,621
최근 5년 논문
61
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
61총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
531총합
20222023202420252026

주요 논문

15
1
리뷰|인용수 155·2015
Time of Onset and Predictors of Biphasic Anaphylactic Reactions: A Systematic Review and Meta-analysis
Sangil Lee, Fernanda Bellolio, Erik P. Hess, Patricia J. Erwin, M. Hassan Murad, Ronna L. Campbell
SJR Q1The Journal of Allergy and Clinical Immunology In Practice
Immunology and AllergyMedicine
2
논문|인용수 141·2016
Trends, characteristics, and incidence of anaphylaxis in 2001-2010: A population-based study
Sangil Lee, Erik P. Hess, Christine M. Lohse, Waqas I Gilani, Alanna M. Chamberlain, Ronna L. Campbell
SJR Q1Journal of Allergy and Clinical ImmunologyOA
Immunology and AllergyMedicine
3
리뷰|인용수 111·2022
Artificial intelligence and machine learning in emergency medicine: a narrative review
Brianna Mueller, Takahiro Kinoshita, Alexander T. Peebles, Mark A Graber, Sangil Lee
Acute Medicine & SurgeryOA

AIM: The emergence and evolution of artificial intelligence (AI) has generated increasing interest in machine learning applications for health care. Specifically, researchers are grasping the potential of machine learning solutions to enhance the quality of care in emergency medicine. METHODS: We undertook a narrative review of published works on machine learning applications in emergency medicine and provide a synopsis of recent developments. RESULTS: This review describes fundamental concepts

Health InformaticsMedicine
4
논문|인용수 95·2013
Antihypertensive medication use is associated with increased organ system involvement and hospitalization in emergency department patients with anaphylaxis
Sangil Lee, Erik P. Hess, David M. Nestler, Venkatesh R. Bellamkonda Athmaram, Fernanda Bellolio, Wyatt W. Decker, James T.C. Li, John B. Hagan, Veena Manivannan, Samuel C. Vukov, Ronna L. Campbell
SJR Q1Journal of Allergy and Clinical ImmunologyOA
Immunology and AllergyMedicine
5
논문|인용수 67·2017
Further Evaluation of Factors That May Predict Biphasic Reactions in Emergency Department Anaphylaxis Patients
Sangil Lee, Alexa Peterson, Christine M. Lohse, Erik P. Hess, Ronna L. Campbell
SJR Q1The Journal of Allergy and Clinical Immunology In Practice
Immunology and AllergyMedicine
6
논문|인용수 60·2014
Predictors of Biphasic Reactions in the Emergency Department for Patients With Anaphylaxis
Sangil Lee, Fernanda Bellolio, Erik P. Hess, Ronna L. Campbell
SJR Q1The Journal of Allergy and Clinical Immunology In Practice
Immunology and AllergyMedicine
7
리뷰|인용수 59·2016
Update on biphasic anaphylaxis
Sangil Lee, Annie T. Sadosty, Ronna L. Campbell
SJR Q3Current Opinion in Allergy and Clinical Immunology

PURPOSE OF REVIEW: Biphasic anaphylaxis is a well documented complication of anaphylaxis, but it has been inconsistently defined in the literature. Analysis of contemporary studies of biphasic anaphylaxis based on modern definitions is needed. RECENT FINDINGS: The rate of biphasic reactions in contemporary literature ranges from 0.4 to 14.7% depending on the study population. Observational studies have reported risk factors associated with the development of biphasic reactions; however, findings

Immunology and AllergyMedicine
8
리뷰|인용수 57·2022
Can we improve delirium prevention and treatment in the emergency department? A systematic review
Sangil Lee, Hao Chen, Seikei Hibino, Daniel G. Miller, Heather Healy, Jacques Lee, Glenn Arendts, Jin H. Han, Maura Kennedy, Christopher R. Carpenter
SJR Q1Journal of the American Geriatrics SocietyOA

Abstract Background This systematic review was conducted to evaluate any interventions to prevent incident delirium, or shorten the duration of prevalent delirium, in older adults presenting to the emergency department (ED). Methods Health sciences librarian designed electronic searches were conducted from database inception through September 2021. Two authors reviewed studies, and included studies that evaluated interventions for the prevention and/or treatment of delirium and excluded non‐ED s

Critical Care and Intensive Care MedicineMedicine
9
논문|인용수 54·2008
Antihyperglycemic Effect of Fomitopsis pinicola Extracts in Streptozotocin-Induced Diabetic Rats
Sangil Lee, Jeong‐Sook Kim, Sung-hee Oh, Kun-Young Park, Hyun-Goo Lee, Soon‐Dong Kim
SJR Q3Journal of Medicinal Food

The antihyperglycemic effect of a water extract (WE) and an alkali extract (AE) of the Fomitopsis pinicola fruit body was studied in streptozotocin (STZ)-induced diabetic rats. The STZ-induced diabetes mellitus (DM) control group lost a significant amount of body weight, whereas the normal control group (NC) gained weight; however, the DM-AE group gained a significant amount of weight, with weight gain approaching normal. Feed intake by the DM-AE group was also similar to the NC group. The liver

Complementary and alternative medicineMedicine
10
리뷰|인용수 52·2019
Machine Learning in Relation to Emergency Medicine Clinical and Operational Scenarios: An Overview
Sangil Lee, Nicholas M. Mohr, Wall Street, Prakash M. Nadkarni
SJR Q1Western Journal of Emergency MedicineOA

Health informatics is a vital technology that holds great promise in the healthcare setting. We describe two prominent health informatics tools relevant to emergency care, as well as the historical background and the current state of informatics. We also identify recent research findings and practice changes. The recent advances in machine learning and natural language processing (NLP) are a prominent development in health informatics overall and relevant in emergency medicine (EM). A basic comp

Artificial IntelligenceComputer Science
11
리뷰|인용수 49·2019
Recognition, prevention, and treatment of delirium in emergency department: An evidence-based narrative review
Sangil Lee, Michael Gottlieb, Paul Mulhausen, Jason Wilbur, Heather Schacht Reisinger, Jin H. Han, Ryan M. Carnahan
SJR Q1The American Journal of Emergency Medicine
Critical Care and Intensive Care MedicineMedicine
12
논문|인용수 44·2010
Prevalence of Childhood Asthma in Korea: International Study of Asthma and Allergies in Childhood
이상일

Childhood asthma is a major concern because it leads to more hospital visits and a heavy economic burden. Proper management and prevention strategies for childhood asthma must be based on correct evaluation of prevalence and risk factors for its development. In Korea, nationwide studies were conducted in 1995 and 2000 on students from 68 elementary schools (age, 6-12 years) and junior high schools (age, 12-15 years) by the Korean Academy of Pediatric Allergy and Respiratory Diseases. We used the

13
논문|인용수 41·2011
A proposal: Atopic Dermatitis Organizer (ADO) guideline for children
Sangil Lee, Jihyun Kim, Youngshin Han, Kangmo Ahn
SJR Q2Asia Pacific AllergyOA

Atopic dermatitis (AD) is the most common chronic inflammatory skin disorder in children, with a worldwide cumulative prevalence in children of 8-20%. The number of AD patients is beyond the level that can be dealt with at clinics and it is time to make an effort to reduce the number of AD patients in the community. Thus, caregivers and all persons involved with AD management, including health care providers, educators, technologists and medical policy makers, should understand the development a

DermatologyMedicine
14
논문|인용수 38·2021
Emergency psychiatric assessment, treatment, and healing (EmPATH) unit decreases hospital admission for patients presenting with suicidal ideation in rural America
Allison K. Kim, J. Priyanka Vakkalanka, Paul Van Heukelom, Jodi Tate, Sangil Lee
SJR Q1Academic Emergency MedicineOA

OBJECTIVES: The objective was to evaluate the impact of an emergency psychiatric assessment, treatment, and healing (EmPATH) unit in the emergency department (ED) on hospital admissions, ED length of stay, and 30-day follow-up for patients presenting with suicidal ideation or attempt. METHODS: This study was a before-and-after analysis of introducing the EmPATH unit within a Midwestern academic medical center on outcomes of adult patients (≥18 years) presenting with suicidal ideation or suicidal

Clinical PsychologyPsychology
15
리뷰|인용수 30·2023
Delirium and Delirium Prevention in the Emergency Department
Sangil Lee, Matthew A. Howard, Jin H. Han
SJR Q2Clinics in Geriatric MedicineOA
Critical Care and Intensive Care MedicineMedicine

대표 연구 분야

Critical Care and Intensive Care MedicinePublic Health, Environmental and Occupational HealthImmunology and AllergyEmergency MedicineGeneral Health ProfessionsHealth Informatics

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