Juhwan Lee

Juhwan Lee

Case Western Reserve University

H-index: 15

North America-United States

About Juhwan Lee

Juhwan Lee, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Case Western Reserve University, specializes in the field of Deep Learning, Machine Learning, Medical Image Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Pericoronary adipose tissue feature analysis in CT calcium score images with comparison to coronary CTA

Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images

Coronary CTA and Quantitative Cardiac CT Perfusion (CCTP) in Coronary Artery Disease

AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score

Analysis of paracardial adipose tissues using deep learning segmentation in CT calcium score images

Enhancing cardiovascular risk prediction through AI-enabled calcium-omics

Non-invasive coronary CT angiography identification of thin-cap fibroatheroma determined by intravascular optical coherence tomography

TCT-628 The Impact of Long-Term Exposure to Air Pollution on Plaque Characteristics Assessed by Intravascular Optical Coherence Tomography

Juhwan Lee Information

University

Position

___

Citations(all)

747

Citations(since 2020)

689

Cited By

175

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

28

i10Index(since 2020)

26

Email

University Profile Page

Case Western Reserve University

Google Scholar

View Google Scholar Profile

Juhwan Lee Skills & Research Interests

Deep Learning

Machine Learning

Medical Image Processing

Top articles of Juhwan Lee

Title

Journal

Author(s)

Publication Date

Pericoronary adipose tissue feature analysis in CT calcium score images with comparison to coronary CTA

arXiv preprint arXiv:2401.15554

Yingnan Song

Hao Wu

Juhwan Lee

Justin Kim

Ammar Hoori

...

2024/1/28

Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images

Scientific Reports

Juhwan Lee

Justin N Kim

Luis AP Dallan

Vladislav N Zimin

Ammar Hoori

...

2024/2/22

Coronary CTA and Quantitative Cardiac CT Perfusion (CCTP) in Coronary Artery Disease

arXiv preprint arXiv:2401.17433

Hao Wu

Yingnan Song

Ammar Hoori

Ananya Subramaniam

Juhwan Lee

...

2024/1/30

AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score

arXiv preprint arXiv:2401.16190

Tao Hu

Joshua Freeze

Prerna Singh

Justin Kim

Yingnan Song

...

2024/1/29

Analysis of paracardial adipose tissues using deep learning segmentation in CT calcium score images

Ammar Hoori

Tao Hu

Juhwan Lee

Sadeer Al-Kindi

Sanjay Rajagopalan

...

2023/4/10

Enhancing cardiovascular risk prediction through AI-enabled calcium-omics

ArXiv

Ammar Hoori

Sadeer Al-Kindi

Tao Hu

Yingnan Song

Hao Wu

...

2023/8/23

Non-invasive coronary CT angiography identification of thin-cap fibroatheroma determined by intravascular optical coherence tomography

Justin Kim

Juhwan Lee

Lia Gomez-Perez

Vladislav N Zimin

Mohamed H Makhlouf

...

2023/4/10

TCT-628 The Impact of Long-Term Exposure to Air Pollution on Plaque Characteristics Assessed by Intravascular Optical Coherence Tomography

Journal of the American College of Cardiology

Juhwan Lee

Sadeer Al-Kindi

Issam Motairek

Justin Kim

Ammar Hoori

...

2023/10/24

Plaque segmentation in intravascular optical coherence tomography (OCT) images using deep learning

2023/7/25

Pericoronary Adipose Tissue Radiomics from Coronary Computed Tomography Angiography Identifies Vulnerable Plaques

Bioengineering

Justin N Kim

Lia Gomez-Perez

Vladislav N Zimin

Mohamed HE Makhlouf

Sadeer Al-Kindi

...

2023/3/14

TCT-727 3D Deep Learning Prediction of Stenting Outcomes in Intravascular Optical Coherence Tomography Images

Journal of the American College of Cardiology

Juhwan Lee

Yazan Gharaibeh

Justin Kim

Vladislav Zimin

Luis Augusto Palma Dallan

...

2023/10/24

Prediction of stent expansion for treatments

2023/7/13

OCTOPUS–Optical coherence tomography plaque and stent analysis software

Heliyon

Juhwan Lee

Justin N Kim

Yazan Gharaibeh

Vladislav N Zimin

Luis AP Dallan

...

2023/2/1

Cardiac CT perfusion imaging of pericoronary adipose tissue (PCAT) highlights potential confounds in coronary CTA

arXiv preprint arXiv:2306.15593

Hao Wu

Yingnan Song

Ammar Hoori

Ananya Subramaniam

Juhwan Lee

...

2023/6/27

Prediction of stent under-expansion in calcified coronary arteries using machine learning on intravascular optical coherence tomography images

Scientific Reports

Yazan Gharaibeh

Juhwan Lee

Vladislav N Zimin

Chaitanya Kolluru

Luis AP Dallan

...

2023/10/23

Plaque characteristics derived from intravascular optical coherence tomography that predict major adverse cardiovascular events

medRxiv

Juhwan Lee

Yazan Gharaibeh

Vladislav Zimin

Justin N Kim

Issam Motairek

...

2023

Load-sharing characteristics of stenting and post-dilation in heavily calcified coronary artery

Scientific Reports

Pengfei Dong

Jose Colmenarez

Juhwan Lee

Neda Shafiabadi Hassani

David L Wilson

...

2023/10/6

An enriched survival study of epicardial adipose tissues risk on major adverse cardiovascular event in CT calcium score images

Ammar Hoori

Tao Hu

Juhwan Lee

Sadeer Al-Kindi

Sanjay Rajagopalan

...

2023/4/10

TCT-313 Prediction of Major Adverse Cardiovascular Events Using Coronary Plaque Characteristics in Intravascular Optical Coherence Tomography Images

Journal of the American College of Cardiology

Juhwan Lee

Justin Kim

Ammar Hoori

Sadeer Al-Kindi

David Wilson

2022/9/20

Neoatherosclerosis prediction using plaque markers in intravascular optical coherence tomography images

Frontiers in Cardiovascular Medicine

Juhwan Lee

Gabriel TR Pereira

Issam Motairek

Justin N Kim

Vladislav N Zimin

...

2022/12/14

See List of Professors in Juhwan Lee University(Case Western Reserve University)

Co-Authors

H-index: 64
David L Wilson

David L Wilson

Case Western Reserve University

H-index: 59
Hiram Grando Bezerra

Hiram Grando Bezerra

Case Western Reserve University

H-index: 30
Linxia Gu

Linxia Gu

Florida Institute of Technology

H-index: 11
Chaitanya Kolluru

Chaitanya Kolluru

Case Western Reserve University

H-index: 11
Pengfei Dong

Pengfei Dong

Florida Institute of Technology

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