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황인평 교수

Hwang, Inpyeong

서울대학교 영상의학교실 · 의학

연구실 소개

황인평 교수의 연구실은 의료 영상 기반 진단 기술과 신경영상 생물학을 중심으로 한 혁신적 연구를 수행하고 있습니다. 특히 저해상도 흉부 X-ray에서 결핵을 정밀하게 진단하는 딥러닝 기반 영상 분석 기술과 뇌의 갱프 시스템 기능을 정량적으로 평가하는 MRI 기반 생리학적 영상 기술이 핵심 연구 분야입니다. 또한 간질환의 지방간 정도를 비침습적으로 평가하는 MR 영상 기술 및 암 치료 후 재발 여부를 구분하는 정량적 ADC 지표 개발 등 임상 응용에 초점을 맞춘 연구를 지속하고 있습니다.

의료영상분석뇌간질환비침습적 진단정량적 영상암 재발 구분

연구 현황

논문 수
88
총 인용 수
1,478
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
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
616총합
20212022202320242025

주요 논문

15
1
논문|인용수 229·2018
Development and Validation of a Deep Learning–based Automatic Detection Algorithm for Active Pulmonary Tuberculosis on Chest Radiographs
Eui Jin Hwang, Sunggyun Park, Kwang-Nam Jin, Jung Im Kim, So Young Choi, Jong Hyuk Lee, Jin Mo Goo, Jaehong Aum, Jae‐Joon Yim, Chang Min Park, Deep Learning-Based Automatic Detection Algorithm Development and Evaluation Group, Dong Hyeon Kim
SJR Q1FWCI 14.5Clinical Infectious DiseasesOA

Our DLAD demonstrated excellent and consistent performance in the detection of active pulmonary tuberculosis on CR, outperforming physicians, including thoracic radiologists.

Radiology, Nuclear Medicine and ImagingMedicine
2
논문|인용수 87·2021
Contrast-enhanced MRI T1 Mapping for Quantitative Evaluation of Putative Dynamic Glymphatic Activity in the Human Brain in Sleep-Wake States
Sang Hyup Lee, Roh‐Eul Yoo, Seung Hong Choi, Se‐Hong Oh, Sooyeon Ji, Jongho Lee, Ki Young Huh, Ji Ye Lee, Inpyeong Hwang, Koung Mi Kang, Tae Jin Yun, Ji‐hoon Kim
SJR Q1FWCI 6.3Radiology

Background Evaluation of the glymphatic system with intrathecal contrast material injection has limited clinical use. Purpose To investigate the feasibility of using serial intravenous contrast-enhanced T1 mapping in the quantitative evaluation of putative dynamic glymphatic activity in various brain regions and to demonstrate the effect of sleep on glymphatic activity in humans. Materials and Methods In this prospective study from May 2019 to February 2020, 25 healthy participants (mean age, 25

Cellular and Molecular NeuroscienceNeuroscience
3
논문|인용수 80·2015
Differentiation of intrahepatic mass-forming cholangiocarcinoma from hepatocellular carcinoma on gadoxetic acid-enhanced liver MR imaging
Rihyeon Kim, Jeong Min Lee, Cheong‐Il Shin, Eun Sun Lee, Jeong Hee Yoon, Ijin Joo, Seong Ho Kim, Inpyeong Hwang, Joon Koo Han, Byung Ihn Choi
SJR Q1FWCI 8.0European Radiology
SurgeryMedicine
4
논문|인용수 73·2015
Persistent Pure Ground-Glass Nodules Larger Than 5 mm
Inpyeong Hwang, Chang Min Park, Sang Joon Park, Sang Min Lee, H. Page McAdams, Yoon Kyung Jeon, Jin Mo Goo
SJR Q1FWCI 5.5Investigative Radiology

Computed tomography texture features such as higher entropy and lower homogeneity were significant differentiating factors of IPAs presenting as PGGNs larger than 5 mm and have potentials to enhance the differentiating performance.

Pulmonary and Respiratory MedicineMedicine
5
논문|인용수 60·2021
Vertical-Transport Nanosheet Technology for CMOS Scaling beyond Lateral-Transport Devices
H. Jagannathan, Brett D. Anderson, C-W. Sohn, G. Tsutsui, J. Strane, Ruijie Xie, S. Fan, Ki Hyun Kim, S. Song, Stuart Sieg, Indira Seshadri, Shinichi Mochizuki
FWCI 15.62021 IEEE International Electron Devices Meeting (IEDM)

We demonstrate, for the first time, Vertical-Transport Nanosheet (VTFET) CMOS logic transistors at sub-45nm gate pitch on bulk silicon wafers. We show that VTFETs present an opportunity to break the Contacted Gate Pitch (CGP) barrier faced by Lateral-Transport FETs. VTFETs offer scaling relief for electrostatics and parasitics by decoupling key device features from CGP-scaling roadblocks. First, nMOS/pMOS VTFET electrostatics are reported at sub-45nm gate pitch with <tex xmlns:mml="http://www.w3

Electrical and Electronic EngineeringEngineering
6
논문|인용수 52·2014
Hepatic Steatosis in Living Liver Donor Candidates: Preoperative Assessment by Using Breath-hold Triple-Echo MR Imaging and<sup>1</sup>H MR Spectroscopy
Inpyeong Hwang, Jeong Min Lee, Kyoung Bun Lee, Jeong Hee Yoon, Berthold Kiefer, Joon Koo Han, Byung Ihn Choi
SJR Q1FWCI 3.2Radiology

Either breath-hold triple-echo MR imaging or MR spectroscopy can be used to detect substantial macrovesicular steatosis in living liver donor candidates. In the future, this may allow selective biopsy in candidates who are expected to have substantial macrovesicular steatosis on the basis of MR-based hepatic fat fraction.

EpidemiologyMedicine
7
논문|인용수 50·2013
Differentiation of Recurrent Tumor and Posttreatment Changes in Head and Neck Squamous Cell Carcinoma: Application of High b-Value Diffusion-Weighted Imaging
Inpyeong Hwang, Seung Hong Choi, Yong‐Joo Kim, Kwang Gi Kim, A.L. Lee, Tae Jin Yun, Ji‐hoon Kim, Chul‐Ho Sohn
SJR Q1FWCI 4.8American Journal of NeuroradiologyOA

We suggest that the ADCratio calculated from the ADC1000 and ADC2000 is a promising value for the differentiation of recurrent tumor and posttreatment changes in head and neck squamous cell carcinoma.

Radiology, Nuclear Medicine and ImagingMedicine
8
논문|인용수 49·2021
Radiomics-based neural network predicts recurrence patterns in glioblastoma using dynamic susceptibility contrast-enhanced MRI
Ka Young Shim, Sung Won Chung, Jae Hak Jeong, Inpyeong Hwang, Chul‐Kee Park, Tae Min Kim, Sung‐Hye Park, Jae‐Kyung Won, Joo Ho Lee, Soon‐Tae Lee, Roh‐Eul Yoo, Koung Mi Kang
SJR Q1FWCI 4.4Scientific ReportsOA

Glioblastoma remains the most devastating brain tumor despite optimal treatment, because of the high rate of recurrence. Distant recurrence has distinct genomic alterations compared to local recurrence, which requires different treatment planning both in clinical practice and trials. To date, perfusion-weighted MRI has revealed that perfusional characteristics of tumor are associated with prognosis. However, not much research has focused on recurrence patterns in glioblastoma: namely, local and

Radiology, Nuclear Medicine and ImagingMedicine
9
논문|인용수 49·2021
Prediction of Prognosis in Glioblastoma Using Radiomics Features of Dynamic Contrast-Enhanced MRI
Elena Pak, Kyu Sung Choi, Seung Hong Choi, Chul‐Kee Park, Tae Min Kim, Sung‐Hye Park, Joo Ho Lee, Soon‐Tae Lee, Inpyeong Hwang, Roh‐Eul Yoo, Koung Mi Kang, Tae Jin Yun
SJR Q1FWCI 4.4Korean Journal of RadiologyOA

We developed and validated the "radiomics risk score" from the features of DCE MRI based on non-enhancing T2 hyperintense areas for risk stratification of patients with glioblastoma. It was associated with progression-free survival independently of IDH mutation status.

Radiology, Nuclear Medicine and ImagingMedicine
10
논문|인용수 44·1990
Measurement and analysis of neutron and gamma-ray emission rates, other fusion products, and power in electrochemical cells having Pd cathodes
D. Albagli, R A Ballinger, Vince Cammarata, X. Chen, Richard M. Crooks, C. Fiore, Marcel Gaudreau, Inpyeong Hwang, C. K. Li, Paul S. Linsay, S. Luckhardt, R. R. Parker
SJR Q2FWCI 4.8Journal of Fusion Energy
Geochemistry and PetrologyEarth and Planetary Sciences
11
논문|인용수 43·2019
Arterial spin labeling perfusion-weighted imaging aids in prediction of molecular biomarkers and survival in glioblastomas
Roh‐Eul Yoo, Tae Jin Yun, Inpyeong Hwang, Eun Kyoung Hong, Koung Mi Kang, Seung Hong Choi, Chul‐Kee Park, Jae‐Kyung Won, Ji‐hoon Kim, Chul‐Ho Sohn
SJR Q1FWCI 2.7European Radiology
GeneticsMedicine
12
논문|인용수 33·2015
Differentiation of Parkinsonism-Predominant Multiple System Atrophy from Idiopathic Parkinson Disease Using 3T Susceptibility-Weighted MR Imaging, Focusing on Putaminal Change and Lesion Asymmetry
Inpyeong Hwang, Chul‐Ho Sohn, Koung Mi Kang, Beomseok Jeon, Han‐Joon Kim, Seung Hong Choi, Tae Jin Yun, Ji‐hoon Kim
SJR Q1FWCI 2.7American Journal of NeuroradiologyOA

3T SWI can visualize putaminal atrophy and marked signal hypointensity in patients with parkinsonism-predominant multiple system atrophy with high specificity. Furthermore, it clearly demonstrates the dominant side of putaminal changes, which correlate with the contralateral symptomatic side of patients.

NeurologyMedicine
13
논문|인용수 31·2021
Prediction of brain age from routine T2-weighted spin-echo brain magnetic resonance images with a deep convolutional neural network
Inpyeong Hwang, Eung Koo Yeon, Ji Ye Lee, Roh‐Eul Yoo, Koung Mi Kang, Tae Jin Yun, Seung Hong Choi, Chul‐Ho Sohn, Hyeonjin Kim, Ji‐hoon Kim
SJR Q1FWCI 7.7Neurobiology of Aging
Pediatrics, Perinatology and Child HealthMedicine
14
논문|인용수 27·2020
Revascularization Evaluation in Adult-Onset Moyamoya Disease after Bypass Surgery: Superselective Arterial Spin Labeling Perfusion MRI Compared with Digital Subtraction Angiography
Inpyeong Hwang, Won‐Sang Cho, Roh‐Eul Yoo, Koung Mi Kang, Dong Hyun Yoo, Tae Jin Yun, Seung Hong Choi, Ji‐hoon Kim, Jeong Eun Kim, Chul‐Ho Sohn
SJR Q1FWCI 2.8Radiology

Background A superselective (SS) arterial spin labeling (ASL) MRI technique can be used to monitor the revascularization area as a supplementary or alternative modality to digital subtraction angiography (DSA), with the advantage of being noninvasive. Purpose To evaluate whether SS-ASL perfusion MRI could be used to visualize the revascularization area after combined direct and indirect bypass surgery in adults with moyamoya disease compared with DSA. Materials and Methods Patients diagnosed wit

RheumatologyMedicine
15
논문|인용수 15·2015
Low tube voltage computed tomography urography using low-concentration contrast media: Comparison of image quality in conventional computed tomography urography
Inpyeong Hwang, Jeong Yeon Cho, Sang Youn Kim, Seung‐June Oh, Ja Hyeon Ku, Joongyup Lee, Seung Hyup Kim
SJR Q1FWCI 2.4European Journal of Radiology
Radiology, Nuclear Medicine and ImagingMedicine

대표 연구 분야

Radiology, Nuclear Medicine and ImagingGeneticsEpidemiologyEndocrinology, Diabetes and MetabolismNeurologyPulmonary and Respiratory Medicine

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