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1. Label-free atherosclerosis diagnosis through a blood drop of apolipoprotein E knockout mouse model using surface-enhanced Raman spectroscopy validated by machine learning algorithm [ Bioengineering & Translational Medicine ] - 2023.05.03
2. Prediction of Coronary Stent Underexpansion by Pre-Procedural Intravascular Ultrasound?Based Deep Learning [ JACC-Cardiovascular Interventions ] - 2021.05.10
3. Intravascular ultrasound-based deep learning for plaque characterization in coronary artery disease [ ATHEROSCLEROSIS ] - 2021.05.01
4. Detection of optical coherence tomography-defined thin-cap fibroatheroma in the coronary artery using deep learning [ EUROINTERVENTION ] - 2020.08.28
5. Intravascular ultrasound-based machine learning for predicting fractional flow reserve in intermediate coronary artery lesions [ ATHEROSCLEROSIS ] - 2020.01.01
6. Prediction of coronary thin-cap fibroatheroma by intravascular ultrasound-based machine learning. [ ATHEROSCLEROSIS ] - 2019.09.01
7. Incremental Value of Subtended Myocardial Mass for Identifying FFR-Verified Ischemia Using Quantitative CT Angiography Comparison With Quantitative Coronary Angiography and CT-FFR [ JACC-CARDIOVASCULAR IMAGING ] - 2019.04.01
8. Impact of Subtended Myocardial Mass Assessed by Coronary Computed Tomographic Angiography-Based Myocardial Segmentation [ AMERICAN JOURNAL OF CARDIOLOGY ] - 2019.03.01
9. Angiography-Based Machine Learning for Predicting Fractional Flow Reserve in Intermediate Coronary Artery Lesions [ JOURNAL OF THE AMERICAN HEART ASSOCIATION ] - 2019.02.17
10. Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation [ PLOS MEDICINE ] - 2018.11.13
11. Impact of coronary lumen reconstruction on the estimation of endothelial shear stress: in vivo comparison of three-dimensional quantitative coronary angiography and three-dimensional fusion combining optical coherent tomography [ European Heart Journal-Cardiovascular Imaging ] - 2018.10.01
12. Coronary CT angiography characteristics of OCT-defined thin-cap fibroatheroma: a section-to-section comparison study [ EUROPEAN RADIOLOGY ] - 2018.02.01
13. Relationship Between Serum Inflammatory Marker Levels and the Dynamic Changes in Coronary Plaque Characteristics After Statin Therapy [ CIRCULATION-CARDIOVASCULAR IMAGING ] - 2017.07.15
14. Intravascular Ultrasound-Derived Morphological Predictors of Myocardial Ischemia Assessed by Stress Myocardial Perfusion Computed Tomography [ CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS ] - 2017.06.01
15. Plaque composition and morphologic characteristics in significant left main bifurcation disease; virtual histology intravascular ultrasound study [ CORONARY ARTERY DISEASE ] - 2016.12.01
16. Plaque structural stress assessed by virtual histology-intravascular ultrasound predicts dynamic changes in phenotype and composition of untreated coronary artery lesions [ ATHEROSCLEROSIS ] - 2016.11.01
17. Outcomes with intravascular ultrasound-guided stent implantation: a meta-analysis of randomized trials in the era of drug-eluting stents. [ JOURNAL OF THORACIC DISEASE ] - 2016.08.01
18. Mathematically Derived Criteria for Detecting Functionally Significant Stenoses Using Coronary Computed Tomographic Angiography-Based Myocardial Segmentation and Intravascular Ultrasound-Measured Minimal Lumen Area [ AMERICAN JOURNAL OF CARDIOLOGY ] - 2016.07.15
19. Multimodality imaging of attenuated plaque using grayscale and virtual histology intravascular ultrasound and optical coherent tomography. [ CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS ] - 2016.07.01
20. Better Diagnosis of Functionally Significant Intermediate Sized Narrowings Using Intravascular Ultrasound-Minimal Lumen Area and Coronary Computed Tomographic Angiography-Based Myocardial Segmentation [ AMERICAN JOURNAL OF CARDIOLOGY ] - 2016.04.15
21. Functional and morphological assessment of side branch after left main coronary artery bifurcation stenting with cross-over technique [ CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS ] - 2014.03.01
22. Hemodynamic impact of changes in bifurcation geometry after single-stent cross-over technique assessed by intravascular ultrasound and fractional flow reserve. [ CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS ] - 2013.12.01
23. Predictors for functionally significant in-stent restenosis: an integrated analysis using coronary angiography, IVUS, and myocardial perfusion imaging [ JACC-Cardiovascular Imaging ] - 2013.11.01
24. Intravascular ultrasound assessment of distal left main bifurcation disease: The importance of the polygon of confluence of the left main, left anterior descending, and left circumflex arteries [ CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS ] - 2013.11.01
25. Sex differences in the visual-functional mismatch between coronary angiography or intravascular ultrasound versus fractional flow reserve [ JACC-Cardiovascular Interventions ] - 2013.06.01
26. Intravascular Ultrasound Assessment of Drug-Eluting Stent Coverage of the Coronary Ostium and Effect on Outcomes [ AMERICAN JOURNAL OF CARDIOLOGY ] - 2013.05.15
27. Vascular remodeling at both branch ostia in bifurcation disease assessed by intravascular ultrasound [ CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS ] - 2013.03.02
28. OCT Analysis in Patients With Very Late Stent Thrombosis [ JACC-Cardiovascular Imaging ] - 2013.02.07
29. Intravascular Ultrasound Predictors for Edge Restenosis After Newer Generation Drug-Eluting Stent Implantation [ AMERICAN JOURNAL OF CARDIOLOGY ] - 2013.01.17
30. OCT-Verified Neoatherosclerosis in BMS Restenosis at 10 Years. [ JACC-Cardiovascular Imaging ] - 2012.12.01
31. Usefulness of minimal luminal coronary area determined by intravascular ultrasound to predict functional significance in stable and unstable angina pectoris [ AMERICAN JOURNAL OF CARDIOLOGY ] - 2012.01.14
32. Intravascular Ultrasound-Derived Predictors for Fractional Flow Reserve in Intermediate Left Main Disease [ JACC Cardiovascular Interventions ] - 2011.11.01
33. Optical Coherence Tomographic Analysis of In-Stent neoatherosclerosis After Drug–Eluting Stent Implantation [ CIRCULATION ] - 2011.06.28
34. Preintervention Angiographic and Intravascular Ultrasound Predictors for Side Branch Compromise After a Single-Stent Crossover Technique [ AMERICAN JOURNAL OF CARDIOLOGY ] - 2011.06.15
35. Optical coherence tomographic analysis of in-stent neoatherosclerosis after drug-eluting stent implantation [ CIRCULATION ] - 2011.06.01
36. Effect of intravascular ultrasound findings on long-term repeat revascularization in patients undergoing drug-eluting stent implantation for severe unprotected left main bifurcation narrowing [ AMERICAN JOURNAL OF CARDIOLOGY ] - 2011.02.15
37. Tissue characterization of in-stent neointima using intravascular ultrasound radiofrequency data analysis [ AMERICAN JOURNAL OF CARDIOLOGY ] - 2010.12.01
38. Late and very late drug-eluting stent malapposition: serial 2-year quantitative IVUS analysis. [ Circulation-Cardiovascular Interventions ] - 2010.08.01
39. Comparison of myocardial contrast echocardiography versus rest sestamibi myocardial perfusion imaging in the early diagnosis of acute coronary syndrome. [ Journal of Cardiovascular Ultrasound ] - 2010.06.01

1. 고혈압 환자의 맞춤 약물 치료를 위한 스마트 워치 데이터 기반의 혈압 조절 프로그램 개발 - 2022.03.01 ~ 2023.02.28
2. (2021, 중견) 고혈압 환자의 맞춤 약물 치료를 위한 스마트 워치 데이터 기반의 혈압 조절 프로그램 개발 - 2021.03.01 ~ 2022.02.28
3. 마우스모델에서 혈역학적 스트레스에 따른 난류반응성 유전자 조절기전 및 병변 진행의 예측인자 규명 - 2021.01.01 ~ 2021.12.31
4. 심혈관 영상 기반의 관상동맥 중재시술 가이드 프로그램 개발 - 2021.01.01 ~ 2021.12.31
5. 마우스모델에서 혈역학적 스트레스에 따른 난류-반응성 유전자 조절기전 및 병변 진행의 예측인자 규명 - 2020.01.01 ~ 2020.12.31
6. 관상동맥 영상 기반 기계학습을 통한 심혈관계 위험도의 통합 예측모델 구현 - 2019.03.01 ~ 2020.02.29
7. 취약성 죽상반 진단을 위한 혈관내초음파 영상기반 기계학습 예측모델 개발 - 2019.01.01 ~ 2019.12.31
8. 마우스모델에서 혈역학적 스트레스에 따른 난류-반응성 유전자 조절기전 및 병변 진행의 예측인자 규명 - 2019.01.01 ~ 2019.12.31
9. 관상동맥 영상 기반 기계학습을 통한 심혈관계 위험도의 통합 예측모델 구현 - 2018.03.01 ~ 2019.02.28
10. 취약성 죽상반 진단을 위한 혈관내초음파 영상기반 기계학습 예측모델 개발 - 2018.01.01 ~ 2018.12.31
11. 심근영역 분할기술 기반 심혈관질환 진단지표 및 진단법 개발 - 2017.11.01 ~ 2018.10.31
12. 취약성 죽상반 진단을 위한 혈관내초음파 영상기반 기계학습 예측모델 개발 - 2017.04.10 ~ 2017.12.31
13. 관상동맥 영상 기반 기계학습을 통한 심혈관계 위험도의 통합 예측모델 구현 - 2017.03.01 ~ 2018.02.28
14. 관상동맥 영상 기반 기계학습을 통한 심혈관계 위험도의 통합 예측모델 - 2017.01.01 ~ 2017.12.31
15. 심근영역 분할기술 기반 심혈관질환 진단지표 및 진단법 개발 - 2016.11.01 ~ 2017.10.31
16. 심근영역 분할기술 기반 심혈관질환 진단지표 및 진단법 개발 - 2015.11.12 ~ 2016.10.31

1. 초음파 영상 기반의 딥 러닝을 통한 관상동맥 스텐트 예측 방법, 장치 및 기록매체 - 2023.06.16
2. 초음파 영상 기반의 딥 러닝을 통한 관상동맥 경화반 조직 분석 방법, 장치 및 기록매체 - 2023.06.16
3. 관상동맥 혈관조영술 기반의 기계 학습을 통한 관상동맥 병변 진단 장치, 진단 방법 및 이의 기록매체 - 2022.10.18
4. 초음파 영상 기반의 기계 학습을 통한 관상동맥 병변 진단 시스템 및 이의 진단 방법 - 2021.12.22
5. 광 간섭 단층 영상 기반의 고위험 병변 진단 시스템 및 이의 진단 방법 - 2021.07.23
6. 관상동맥 혈관조영술 기반의 기계 학습을 통한 허혈 병변 정보 제공 장치, 정보 제공 방법 및 이의 기록매체 - 2021.06.28
7. 초음파 영상 기반의 기계 학습을 통한 취약성 죽상반 진단 시스템 및 이의 진단 방법 - 2021.05.21

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