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윤현규 교수

Yoon, Hyun-Kyu

서울대학교 · 의학

연구실 소개

윤현규 교수의 연구실은 마취 및 집중치료 분야에서 인공지능 기반 임상 예측 모델 개발과 함께, 특히 수술 전 후 위험도 평가, 기도 관리 전략 최적화, 그리고 복합적 환경에서의 호흡기 기능 유지에 중점을 두고 있습니다. 특히 로봇-assisted 수술 환자의 통기 및 기도 관리 전략, 자세 변화에 따른 혈류动力학적 변화 예측 등 실시간 임상 의사결정 지원 시스템의 구현을 목표로 하고 있습니다. 또한, 기기 기반 기도 확보 방법의 비교 연구를 통해 안전하고 효과적인 기관절개술 기법을 모색하고 있습니다.

인공지능 임상예측기류관리 최적화수술 중 호흡기 기능혈류동역학 예측기기 기반 기도확보

연구 현황

논문 수
89
총 인용 수
1,094
최근 5년 논문
33
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
33총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
241총합
20222023202420252026

주요 논문

15
1
논문|인용수 52·2018
Predictive Factors for Delayed Hyponatremia After Endoscopic Transsphenoidal Surgery in Patients with Nonfunctioning Pituitary Tumors: A Retrospective Observational Study
Hyun‐Kyu Yoon, Hyung‐Chul Lee, Yong Hwy Kim, Young‐Jin Lim, Hee‐Pyoung Park
SJR Q2FWCI 2.1World Neurosurgery
Endocrinology, Diabetes and MetabolismMedicine
2
리뷰|인용수 45·2022
Artificial intelligence in perioperative medicine: a narrative review
Hyun‐Kyu Yoon, Hyun-Lim Yang, Chul-Woo Jung, Hyung‐Chul Lee
SJR Q1FWCI 7.2Korean journal of anesthesiologyOA

Recent advancements in artificial intelligence (AI) techniques have enabled the development of accurate prediction models using clinical big data. AI models for perioperative risk stratification, intraoperative event prediction, biosignal analyses, and intensive care medicine have been developed in the field of perioperative medicine. Some of these models have been validated using external datasets and randomized controlled trials. Once these models are implemented in electronic health record sy

Cardiology and Cardiovascular MedicineMedicine
3
논문|인용수 29·2019
McGrath MAC Videolaryngoscope Versus Optiscope Video Stylet for Tracheal Intubation in Patients With Manual Inline Cervical Stabilization: A Randomized Trial
Hyun‐Kyu Yoon, Hyung‐Chul Lee, Jung‐Bin Park, Hyongmin Oh, Hee‐Pyoung Park
SJR Q1FWCI 5.1Anesthesia & Analgesia

The McGrath MAC videolaryngoscope showed a higher first-attempt success rate for tracheal intubation and a shorter intubation time than the Optiscope video stylet in cervical spine patients with manual inline stabilization during tracheal intubation. These results suggest that the McGrath MAC videolaryngoscope may be a better option for tracheal intubation in such patients.

Anesthesiology and Pain MedicineMedicine
4
논문|인용수 23·2019
Postoperative sore throat and subglottic injury after McGrath® MAC videolaryngoscopic intubation with versus without a stylet in patients with a high Mallampati score: a randomized controlled trial
Hyun‐Kyu Yoon, Hyung‐Chul Lee, Hyongmin Oh, Kwanghoon Jun, Hee‐Pyoung Park
SJR Q1FWCI 1.8BMC AnesthesiologyOA

Clinical Research Information Service (identifier: KCT0002427 , date of registration: June 12, 2017).

Anesthesiology and Pain MedicineMedicine
5
논문|인용수 22·2013
Clinical Significance of the Cross-Sectional Area of the Internal Jugular Vein
Hyun‐Kyu Yoon, Hyekyoung Lee, Young-Tae Jeon, Jung‐Won Hwang, Seon-Meen Lim, Hee‐Pyoung Park
SJR Q2FWCI 3.8Journal of Cardiothoracic and Vascular Anesthesia
Emergency Medical ServicesHealth Professions
6
논문|인용수 20·2018
Cervical Spine Motion During Tracheal Intubation Using an Optiscope Versus the McGrath Videolaryngoscope in Patients With Simulated Cervical Immobilization: A Prospective Randomized Crossover Study
Karam Nam, Younsuk Lee, Hee‐Pyoung Park, Jaeyeon Chung, Hyun‐Kyu Yoon, Tae Kyong Kim
SJR Q1FWCI 3.0Anesthesia & Analgesia

The Optiscope produces less cervical spine motion than the McGrath videolaryngoscope during tracheal intubation of patients with simulated cervical immobilization.

Anesthesiology and Pain MedicineMedicine
7
논문|인용수 18·2021
The Effect of Ventilation with Individualized Positive End-Expiratory Pressure on Postoperative Atelectasis in Patients Undergoing Robot-Assisted Radical Prostatectomy: A Randomized Controlled Trial
Hyun‐Kyu Yoon, Bo Rim Kim, Susie Yoon, Young Hyun Jeong, Ja Hyeon Ku, Won Ho Kim
SJR Q1FWCI 1.9Journal of Clinical MedicineOA

For patients undergoing robot-assisted radical prostatectomy, the pneumoperitoneum with a steep Trendelenburg position could worsen intraoperative respiratory mechanics and result in postoperative atelectasis. We investigated the effects of individualized positive end-expiratory pressure (PEEP) on postoperative atelectasis, evaluated using lung ultrasonography. Sixty patients undergoing robot-assisted radical prostatectomy were randomly allocated into two groups. Individualized groups (<i>n</i>

Critical Care and Intensive Care MedicineMedicine
8
논문|인용수 17·2019
Effect of Sevoflurane Postconditioning on the Incidence of Symptomatic Cerebral Hyperperfusion After Revascularization Surgery in Adult Patients with Moyamoya Disease
Hyun‐Kyu Yoon, Hyongmin Oh, Hyung‐Chul Lee, Won‐Sang Cho, Jeong Eun Kim, Jae Won Park, Hongyoon Choi, Hee‐Pyoung Park
SJR Q2FWCI 2.0World Neurosurgery
RheumatologyMedicine
9
논문|인용수 11·2018
Predictive Factors for Hypotension Associated With Supine-to-Prone Positional Change in Patients Undergoing Spine Surgery
Hyun‐Kyu Yoon, Hyung‐Chul Lee, Jaeyeon Chung, Hee‐Pyoung Park
SJR Q2FWCI 0.5Journal of Neurosurgical Anesthesiology

Increased effect-site concentration of remifentanil, preoperative use of beta-blocker, and high MAP in the supine position were predictive factors for hypotension associated with supine-to-prone positional change in spinal surgery patients.

SurgeryMedicine
10
논문|인용수 11·2021
Effects of practitioner’s experience on the clinical performance of ultrasound-guided central venous catheterization: a randomized trial
Hyun‐Kyu Yoon, Min Hur, Hye-Yeon Cho, Young Hyun Jeong, Ho‐Jin Lee, Seong Mi Yang, Won Ho Kim
SJR Q1FWCI 2.2Scientific ReportsOA

We investigated whether two needle insertion techniques for ultrasound-guided internal jugular vein (IJV) catheterization differ in the number of needling attempts and complication rate between inexperienced and experienced practitioners. A total of 308 patients requiring IJV catheterization were randomly assigned into one of four groups: IJV catheterization performed by inexperienced practitioners using either Seldinger (IE-S; n = 78) or modified Seldinger technique (IE-MS; n = 76) or IJV cathe

Emergency Medical ServicesHealth Professions
11
논문|인용수 9·2020
Anesthetic Agents and Cardiovascular Outcomes of Noncardiac Surgery after Coronary Stent Insertion
Hyun‐Kyu Yoon, Kwanghoon Jun, Sun-Kyung Park, Sang‐Hwan Ji, Young‐Eun Jang, Seokha Yoo, Jin‐Tae Kim, Won Ho Kim
SJR Q1FWCI 1.0Journal of Clinical MedicineOA

Patients undergoing noncardiac surgery after coronary stent implantation are at an increased risk of thrombotic complications. Volatile anesthetics are reported to have organ-protective effects against ischemic injury. Propofol has an anti-inflammatory action that can mitigate ischemia-reperfusion injury. However, the association between anesthetic agents and the risk of major adverse cardiovascular and cerebral event (MACCE) has never been studied before. In the present study, a total of 1630 c

Cardiology and Cardiovascular MedicineMedicine
12
논문|인용수 9·2024
Multicentre validation of a machine learning model for predicting respiratory failure after noncardiac surgery
Hyun‐Kyu Yoon, Hyun Joo Kim, Yi‐Jun Kim, Hyeonhoon Lee, Bo Rim Kim, Hyongmin Oh, Hee‐Pyoung Park, Hyung‐Chul Lee
SJR Q1FWCI 3.6British Journal of AnaesthesiaOA
Cardiology and Cardiovascular MedicineMedicine
13
논문|인용수 8·2023
A randomised controlled trial of the analgesia nociception index for intra‐operative remifentanil dose and pain after gynaecological laparotomy
Hyun‐Kyu Yoon, Yoon Jung Kim, H S Lee, Jeong‐Hwa Seo, Hee‐Soo Kim
SJR Q1FWCI 2.5AnaesthesiaOA

We aimed to investigate the effect of the analgesia nociception index on postoperative pain. We randomly allocated 170 women scheduled for gynaecological laparotomy and analysed results from 159: in 80 women, remifentanil was infused to maintain analgesia nociception indices 50-70; and in 79 women, remifentanil was infused to maintain systolic blood pressure < 120% of baseline values. The primary outcome was the proportion of women with pain scores ≥ 5 (scale 0-10) within 40 min of admission to

SurgeryMedicine
14
논문|인용수 8·2019
Acute Kidney Injury Adjusted for Parenchymal Mass Reduction and Long-Term Renal Function after Partial Nephrectomy
Hyun‐Kyu Yoon, Ho‐Jin Lee, Seokha Yoo, Sun-Kyung Park, Yongsuk Kwon, Kwanghoon Jun, Chang Wook Jeong, Won Ho Kim
SJR Q1FWCI 0.7Journal of Clinical MedicineOA

We sought to evaluate the association of postoperative acute kidney injury (AKI) adjusted for parenchymal mass reduction with long-term renal function in patients undergoing partial nephrectomy. A total of 629 patients undergoing partial nephrectomy were reviewed. Postoperative AKI was defined by the Kidney Disease: Improving Global Outcomes (KDIGO) serum creatinine criteria, by using either the unadjusted or adjusted baseline serum creatinine level, accounting for renal parenchymal mass reducti

NephrologyMedicine
15
논문|인용수 7·2022
Relationships between common carotid artery blood flow and anesthesia, pneumoperitoneum, and head-down tilt position: a linear mixed-effect analysis
Hyun‐Kyu Yoon, Hansu Bae, Seokha Yoo, Youngwon Kim, Jinyoung Bae, Sun-Kyung Park, Hansol Kim, Young‐Jin Lim, Jin‐Tae Kim
SJR Q2FWCI 1.1Journal of Clinical Monitoring and Computing
SurgeryMedicine

대표 연구 분야

SurgeryAnesthesiology and Pain MedicineCardiology and Cardiovascular MedicineEndocrinology, Diabetes and MetabolismNephrologyEmergency Medical Services

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