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신현주 교수

Hyun-Ju Shin

연세대학교 영상의학과 · 의학

연구실 소개

신현주 교수의 연구실은 의료 영상 진단 분야에서 인공지능 기반 영상 분석과 소아 영상 진료의 정밀도 향상을 핵심 목표로 삼고 있습니다. 특히 체질량조절 기반 AI 소프트웨어가 흉부 단층촬영의 진단 속도와 정확도에 미치는 영향을 실증적으로 분석하며, 소아 환자의 영상에서의 병변 탐지 성능 향상에 기여하고 있습니다. 또한 뇌혈류관계 및 산화 스트레스와 관련된 분자 기전(예: LCN2)이 신경세포 사멸에 미치는 영향에 대한 기초 연구를 병행하여, 신경영상 진단의 기초를 다지고 있습니다.

AI 영상진단소아 흉부영상뇌혈류장벽산화 스트레스LCN2

연구 현황

논문 수
168
총 인용 수
3,129
최근 5년 논문
50
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
50총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
585총합
20222023202420252026

주요 논문

15
1
논문|인용수 127·2016
Comparison of shear wave velocities on ultrasound elastography between different machines, transducers, and acquisition depths: a phantom study
Hyun Joo Shin, Myung‐Joon Kim, Ha Yan Kim, Yun Ho Roh, Mi‐Jung Lee
SJR Q1European RadiologyOA
Radiology, Nuclear Medicine and ImagingMedicine
2
논문|인용수 96·2007
Curcumin attenuates the kainic acid-induced hippocampal cell death in the mice
Hyun Joo Shin, Jiyeong Lee, Eunyung Son, Dong Hun Lee, Hyun Joon Kim, Sang Soo Kang, Gyeong Jae Cho, Wan Sung Choi, Gu Seob Roh
SJR Q2Neuroscience Letters
NeurologyNeuroscience
3
논문|인용수 81·2023
The impact of artificial intelligence on the reading times of radiologists for chest radiographs
Hyun Joo Shin, Kyunghwa Han, Leeha Ryu, Eun‐Kyung Kim
SJR Q1npj Digital MedicineOA

Whether the utilization of artificial intelligence (AI) during the interpretation of chest radiographs (CXRs) would affect the radiologists' workload is of particular interest. Therefore, this prospective observational study aimed to observe how AI affected the reading times of radiologists in the daily interpretation of CXRs. Radiologists who agreed to have the reading times of their CXR interpretations collected from September to December 2021 were recruited. Reading time was defined as the du

Health InformaticsMedicine
4
논문|인용수 57·2015
Superb microvascular imaging for the detection of parenchymal perfusion in normal and undescended testes in young children
Yong Seung Lee, Myung‐Joon Kim, Sang Won Han, Hye Sun Lee, Young-Jae Im, Hyun Joo Shin, Mi‐Jung Lee
SJR Q1European Journal of RadiologyOA
SurgeryMedicine
5
논문|인용수 46·2021
Lipocalin-2 Deficiency Reduces Oxidative Stress and Neuroinflammation and Results in Attenuation of Kainic Acid-Induced Hippocampal Cell Death
Hyun Joo Shin, Ju‐Hong Jeon, Jong Youl Lee, Hyeong Seok An, Hye Min Jang, Yu Jeong Ahn, Jae Woong Lee, Kyung Eun Kim, Gu Seob Roh
SJR Q1AntioxidantsOA

The hippocampal cell death that follows kainic acid (KA)-induced seizures is associated with blood-brain barrier (BBB) leakage and oxidative stress. Lipocalin-2 (LCN2) is an iron-trafficking protein which contributes to both oxidative stress and inflammation. However, LCN2's role in KA-induced hippocampal cell death is not clear. Here, we examine the effect of blocking LCN2 genetically on neuroinflammation and oxidative stress in KA-induced neuronal death. LCN2 deficiency reduced neuronal cell d

Molecular BiologyBiochemistry, Genetics and Molecular Biology
6
논문|인용수 44·2022
Diagnostic performance of artificial intelligence approved for adults for the interpretation of pediatric chest radiographs
Hyun Joo Shin, Nak‐Hoon Son, Min Jung Kim, Eun‐Kyung Kim
SJR Q1Scientific ReportsOA

Artificial intelligence (AI) applied to pediatric chest radiographs are yet scarce. This study evaluated whether AI-based software developed for adult chest radiographs can be used for pediatric chest radiographs. Pediatric patients (≤ 18 years old) who underwent chest radiographs from March to May 2021 were included retrospectively. An AI-based lesion detection software assessed the presence of nodules, consolidation, fibrosis, atelectasis, cardiomegaly, pleural effusion, pneumothorax, and pneu

Radiology, Nuclear Medicine and ImagingMedicine
7
논문|인용수 38·2013
Radiation Dose Reduction via Sinogram Affirmed Iterative Reconstruction and Automatic Tube Voltage Modulation (CARE kV) in Abdominal CT
Hyun Joo Shin, Yong Eun Chung, Young Han Lee, Jin‐Young Choi, Mi‐Suk Park, Myeong‐Jin Kim, Ki Whang Kim
SJR Q1Korean Journal of RadiologyOA

Combining CARE kV, reduction of mAs from 240 to 170 mAs and noise reduction by applying SAFIRE strength 3 or 4 reduced the radiation dose by 41.3% without increasing image noise compared with the standard-dose FBP images.

Radiology, Nuclear Medicine and ImagingMedicine
8
논문|인용수 35·2016
Optimal Acquisition Number for Hepatic Shear Wave Velocity Measurements in Children
Hyun Joo Shin, Myung‐Joon Kim, Ha Yan Kim, Yun Ho Roh, Mi‐Jung Lee
SJR Q1PLoS ONEOA

Three acquisitions can be enough for hepatic SWVs in children more than 6 years old regardless of breathing status or hepatic pathology. More acquisitions are recommended for children under the age of 5 years during FB.

EpidemiologyMedicine
9
논문|인용수 30·2014
Tonicity-responsive enhancer binding protein haplodeficiency attenuates seizure severity and NF-κB-mediated neuroinflammation in kainic acid-induced seizures
Hyun Joo Shin, H Kim, Rok-Won Heo, H J Kim, Wan Sung Choi, Hyug Moo Kwon, Gu Seob Roh
SJR Q1Cell Death and DifferentiationOA
Cell BiologyBiochemistry, Genetics and Molecular Biology
10
논문|인용수 27·2020
Key imaging features for differentiating cystic biliary atresia from choledochal cyst: prenatal ultrasonography and postnatal ultrasonography and MRI
Hyun Joo Shin, Haesung Yoon, Seok Joo Han, Kyong Ihn, Hong Koh, Ja‐Young Kwon, Mi‐Jung Lee
SJR Q1ULTRASONOGRAPHYOA

Small cyst size (<1 cm) on prenatal US, triangular cord thickening (≥4 mm) and gallbladder mucosal irregularity on postnatal US, and small cyst size (≤2.2 cm) and an invisible distal common bile duct on MRI can discriminate cBA from CC type Ia/b in infancy.

SurgeryMedicine
11
논문|인용수 25·2018
Liver intravoxel incoherent motion diffusion-weighted imaging for the assessment of hepatic steatosis and fibrosis in children
Hyun Joo Shin, Haesung Yoon, Myung‐Joon Kim, Seok Joo Han, Hong Koh, Seung Kim, Mi‐Jung Lee
SJR Q1World Journal of GastroenterologyOA

In liver IVIM DWI with multiple <i>b</i>-values in children, there was a positive correlation between hepatic fat and blood volume, and a negative correlation between hepatic stiffness and endovascular blood flow velocity, while diffusion-related parameters were not affected.

Radiology, Nuclear Medicine and ImagingMedicine
12
논문|인용수 25·2019
Performance of deep learning-based algorithm for detection of ileocolic intussusception on abdominal radiographs of young children
Sung‐Won Kim, Haesung Yoon, Mi‐Jung Lee, Myung‐Joon Kim, Kyunghwa Han, Ja Kyung Yoon, Hyung Cheol Kim, Jaeseung Shin, Hyun Joo Shin
SJR Q1Scientific ReportsOA

The purpose of this study was to develop and test the performance of a deep learning-based algorithm to detect ileocolic intussusception using abdominal radiographs of young children. For the training set, children (≤5 years old) who underwent abdominal radiograph and ultrasonography (US) for suspicion of intussusception from March 2005 to December 2017 were retrospectively included and divided into control and intussusception groups according to the US results. A YOLOv3-based algorithm was deve

SurgeryMedicine
13
논문|인용수 24·2013
Can increased tumoral vascularity be a quantitative predicting factor of lymph node metastasis in papillary thyroid microcarcinoma?
Hyun Joo Shin, Eun‐Kyung Kim, Hee Jung Moon, Jung Hyun Yoon, Kyunghwa Han, Jin Young Kwak
SJR Q2EndocrineOA
Endocrinology, Diabetes and MetabolismMedicine
14
논문|인용수 22·2023
Incidentally found resectable lung cancer with the usage of artificial intelligence on chest radiographs
Se Hyun Kwak, Eun‐Kyung Kim, Myung Hyun Kim, Eun Hye Lee, Hyun Joo Shin
SJR Q1PLoS ONEOA

PURPOSE: Detection of early lung cancer using chest radiograph remains challenging. We aimed to highlight the benefit of using artificial intelligence (AI) in chest radiograph with regard to its role in the unexpected detection of resectable early lung cancer. MATERIALS AND METHODS: Patients with pathologically proven resectable lung cancer from March 2020 to February 2022 were retrospectively analyzed. Among them, we included patients with incidentally detected resectable lung cancer. Because c

Pulmonary and Respiratory MedicineMedicine
15
논문|인용수 22·2015
A Study on Serum Antithyroglobulin Antibodies Interference in Thyroglobulin Measurement in Fine-Needle Aspiration for Diagnosing Lymph Node Metastasis in Postoperative Patients
Hyun Joo Shin, Hye Sun Lee, Eun‐Kyung Kim, Hee Jung Moon, Ji Hye Lee, Jin Young Kwak
SJR Q1PLoS ONEOA

Serum TgAbs may interfere with FNA-Tg studies and caution is advised while analyzing FNA-Tg for detection of LNM in patients with PTC.

Endocrinology, Diabetes and MetabolismMedicine

대표 연구 분야

Radiology, Nuclear Medicine and ImagingEpidemiologySurgeryPhysiologyMolecular BiologyEndocrinology, Diabetes and Metabolism

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