2013 ~ 2014 미국 Duke University 방문교수 (흉부영상의학, 의용영상처리)
2014 ~ 2015 성균관대학교 의과대학 기획실장
2018 ~ 현재 성균관대학교 의과대학 중장기발전추진위원회 위원장
2017 ~ 2019 삼성서울병원 미래의학연구원 영상인공지능연구실 랩장
2019 ~ 현재 삼성서울병원 미래의학연구원 AI연구센터 센터장
학술지 논문
(2025)
Improved unsupervised 3D lung lesion detection and localization by fusing blobal and local features: Validation in 3D low-dose computed tomography.
MEDICAL IMAGE ANALYSIS.
2025,
1
(2025)
Automatic Virtual Contrast-Enhanced CT Synthesis Using Dual-Energy CT and Residual U-Net with Attention Module for Detecting Pulmonary Hilar Lymphadenopathy.
ACTA RADIOLOGICA.
32,
4
(2024)
Comparison of CT findings between basaloid squamous cell carcinoma and non-basaloid squamous cell carcinoma of the lung.
SCIENTIFIC REPORTS.
14,
1
(2024)
Development of a Deep Learning-Based Predictive Model for Improvement after Holmium Laser Enucleation of the Prostate According to Detrusor Contractility.
INTERNATIONAL NEUROUROLOGY JOURNAL.
28,
(2024)
Differentiation Between Invasive Adenocarcinoma and Focal Interstitial Fibrosis among Persistent Pulmonary Part-solid Nodules: With Emphasis on the CT Morphologic Analysis.
JOURNAL OF THORACIC IMAGING.
39,
6
(2024)
Artificial intelligence-based evaluation of carotid artery compressibility via point-of-care ultrasound in determining the return of spontaneous circulation during cardiopulmonary resuscitation.
RESUSCITATION.
202,
(2024)
Development of an Automated Free Flap Monitoring System Based on Artificial Intelligence.
JAMA NETWORK OPEN.
7,
7
(2024)
Pixel-Wise Interstitial Lung Disease Interval Change Analysis: A Quantitative Evaluation Method for Chest Radiographs Using Weakly Supervised Learning.
BIOENGINEERING-BASEL.
11,
6
(2024)
AI-assisted Analysis to Facilitate Detection of Humeral Lesions on Chest Radiographs.
Radiology: Artificial Intelligence.
6,
3
(2024)
Clinical and Imaging Characteristics of SARS-CoV-2 Breakthrough Infection in Hospitalized Immunocompromised Patients.
KOREAN JOURNAL OF RADIOLOGY.
25,
5
(2024)
Development of machine learning models for the surveillance of colon surgical site infections.
JOURNAL OF HOSPITAL INFECTION.
146,
(2024)
Enhancing foveal avascular zone analysis for Alzheimer’s diagnosis with AI segmentation and machine learning using multiple radiomic features.
SCIENTIFIC REPORTS.
14,
1
(2021)
Diagnostic performance of digital tomosynthesis to evaluate silicone airway stents and related complications.
JOURNAL OF THORACIC DISEASE.
13,
10
(2021)
A fully automated analytic system for measuring endolymphatic hydrops ratios in patients with Ménière disease via magnetic resonance imaging: Deep learning model development study.
JOURNAL OF MEDICAL INTERNET RESEARCH.
23,
9
(2021)
Prediction of risk factors for pharyngo-cutaneous fistula after total laryngectomy using artificial intelligence.
ORAL ONCOLOGY.
119,
(2021)
Automatic stenosis recognition from coronary angiography using convolutional neural networks.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE.
198,
(2021)
One-Class Classifier for Chest X-ray Anomaly Detection via Contrastive Patch-based Percentile.
IEEE ACCESS.
9,
(2020)
Establishment of a Nationwide Korean Imaging Cohort of Coronavirus Disease 2019.
JOURNAL OF KOREAN MEDICAL SCIENCE.
35,
46
(2020)
Computer-aided recognition of myopic tilted optic disc using deep learning algorithms in fundus photography.
BMC OPHTHALMOLOGY.
20,
1
특허/프로그램
엑스선 영상 장치 및 엑스선 영상 생성 방법.
10-2012-0098185.
20141219.
대한민국
엑스선 영상 장치 및 그 제어방법.
10-2012-0066427.
20140812.
대한민국
수상/공훈
장관 표창 / 2000 보건복지부
우수 업적 교수상 / 2011 삼성서울병원
학술회의논문
(2019)
Predictive value of chest CT for axillary lymph nodes metastasis in patients with breast cancer.
대한영상의학회 학술대회.
대한민국
(2015)
The Usefulness of Low Dose Digital Tomosynthesis for the Evaluation of Major Airway Stenosis and Luminal Diameter Measurement.
RSNA 2015.
미국
(2011)
Digital Tomosynthesis in Chest Imaging.
RSNA 2011.
미국
(2011)
Tomosnthesis of the Thorax:Influence of Respiratory Motion Artifact on Lung Nodule Detection.
RSNA 2011.
미국
(2011)
Dose Efficiency of Digital Radiography: Different Respnse to Tube Voltage Variation between Different Scintillator Types.
RSNA 2011.
미국
(2010)
Ultra-Low-Dose CT of the Lung with Radiography-comparable Dose: Efficacy for Lung Nodule Detection with Use of Adaptive Statistical Iterative Reconstruction (ASIR).
RSNA 2010.
미국
(2010)
Adaptive Statistical Iterative Reconstruction (ASIR) Driven Chest CT: Influence on the Evaluation of Ground Glass Opacity Nodules Compared with Filtered Back Projection (FBP) Driven Images.
RSNA 2010.
미국
(2010)
Additional Hard Metal Filter and Tube Voltage Modulation: Optimization of Exposure Condition for Digital Radiography of Chest.
RSNA 2010.
미국
(2010)
Digital Tomosynthesis and Small Lung Nodule Detection: Efficacy of Thickness Equalization Filter.
RSNA 2010.
미국
(2010)
Small Lung Nodule Size Measurement with Digital Tomosynthesis: Accuracy in Clinical Conditions.
RSNA 2010.
미국
(2010)
RIIS (Radiation Information Interface System): PACS Driven Radiation Dose Monitoring System in Diagnostic Radiology.
RSNA 2010.
미국
(2010)
ASIR for CT Dose Reduction: Is It Useful also on Chest Evaluation?.
RSNA 2010.
미국
(2010)
"Are Those Really the Same Stage?":Persistent Dilemmas and Controversies of the Revised TNM Staging of Non-Small Cell Lung Cancer and Answers Based on Tertiary Hospital Experience.
The Korean Society of Radiology.
대한민국
(2010)
Detectio and Response Evaluatio of Bone Metastases Using Various Imaging Modalities in Non-Small Cell Lung Cancer: the Untrod Road.
The Korean Society of Radiology.
대한민국
(2010)
Localization of Pulmonary Nodules for Video-Assisted Thoracoscopic Surgical Resection:What Do Thoracic Surgeons Want to Know and How Should We Radiologists Do It?.
The Korean Society of Radiology.
대한민국
(2008)
Cystic lung lesions at HRCT in adults: Integrated approach for differential diagnosis.
Radiological Society of North America.
미국
(2008)
Imaging findings of pulmonary hypertension.
Radiological Society of North America.
미국
(2008)
Mediastinal nodes in patients with non-small cell lung cancer: CT, PET, MR imaging, and pathologic correlations.
12th Asian Oceanian Congress of Radiology.
대한민국
(2007)
Computer-aided detection of lung nodules in low dose chest CT: Influence of image reconstruction kernel for CAD performance.
Radiological Society of North America.
미국
(2007)
Emphysema quantification using low-dose screening chest CT: value in estimating pulmonary function.
Radiological Society of North America.
미국
전시/발표회
(2011)
LL-CHE4639: Percutaneous Core Needle Biopsy for Lung Cancer in the Molecular Profiling and Targeted Therapy Era:Why, When, and How?.
미국,
발전기금
