Segmentation of Coronary Calcified Plaque in Intravascular OCT Images Using a Two-Step Deep Learning Approach. - Juhwan Lee; Yazan Gharaibeh; Chaitanya Kolluru; Vladislav N. Zimin; Luis Augusto Palma Dallan; Justin Namuk Kim; Hiram G. Bezerra; David L. Wilson (IEEE Access, 2020)

Automatic microchannel detection using deep learning in intravascular optical coherence tomography images. - Juhwan Lee; Justin Namuk Kim; Gabriel T. R. Pereira; Yazan Gharaibeh; Chaitanya Kolluru; Vladislav N. Zimin; Luis A. P. Dallan; Issam Motairek; Ammar Hoori; Giulio Guagliumi; Hiram G. Bezerra; David L. Wilson (Image-Guided Procedures, 2022)

Automated analysis of fibrous cap in intravascular optical coherence tomography images of coronary arteries. - Juhwan Lee; Gabriel T. R. Pereira; Yazan Gharaibeh; Chaitanya Kolluru; Vladislav N. Zimin; Luis A. P. Dallan; Justin Namuk Kim; Ammar O. Hoori; Sadeer G. Al-Kindi; Giulio Guagliumi; Hiram G. Bezerra; David L. Wilson (CoRR, 2022)

OCTOPUS - optical coherence tomography plaque and stent analysis software. - Juhwan Lee; Justin Namuk Kim; Yazan Gharaibeh; Vladislav N. Zimin; Luis A. P. Dallan; Gabriel T. R. Pereira; Armando Vergara-Martel; Chaitanya Kolluru; Ammar Hoori; Hiram G. Bezerra; David L. Wilson (CoRR, 2022)

Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography. - Yazan Gharaibeh; Juhwan Lee; Vladislav N. Zimin; Chaitanya Kolluru; Luis A. P. Dallan; Gabriel T. R. Pereira; Armando Vergara-Martel; Justin Namuk Kim; Ammar Hoori; Pengfei Dong; Peshala T. Gamage; Linxia Gu; et al. (CoRR, 2022)

Automated segmentation of microvessels in intravascular OCT images using deep learning. - Juhwan Lee; Justin Namuk Kim; Lia Gomez-Perez; Yazan Gharaibeh; Issam Motairek; Gabriel T. R. Pereira; Vladislav N. Zimin; Luis A. P. Dallan; Ammar Hoori; Sadeer Al-Kindi; Giulio Guagliumi; Hiram G. Bezerra; et al. (CoRR, 2022)

Non-invasive coronary CT angiography identification of thin-cap fibroatheroma determined by intravascular optical coherence tomography. - Justin Namuk Kim; Juhwan Lee; Lia Gomez-Perez; Vladislav N. Zimin; Mohamed H. E. Makhlouf; Sadeer Al-Kindi; David L. Wilson (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2023)

Cardiac CT perfusion imaging of pericoronary adipose tissue (PCAT) highlights potential confounds in coronary CTA. - Hao Wu 068; Yingnan Song; Ammar Hoori; Ananya Subramaniam; Juhwan Lee; Justin Namuk Kim; Tao Hu; Sadeer Al-Kindi; Wei-Ming Huang; Chun-Ho Yun; Chung-Lieh Hung; Sanjay Rajagopalan; et al. (CoRR, 2023)

Centerline Detection and Pericoronary Adipose Tissue Prediction Using Image-to-Image Regression in Coronary CTA Images. - Ananya Subramaniam; Justin Namuk Kim; Juhwan Lee; Yingnan Song; Hao Wu 068; Naomi Joseph; Mohamed H. E. Makhlouf; Neda Shafiabadi Hassani; David L. Wilson (ISBI, 2024)

Pericoronary adipose tissue feature analysis in CT calcium score images with comparison to coronary CTA. - Yingnan Song; Hao Wu 068; Juhwan Lee; Justin Namuk Kim; Ammar Hoori; Tao Hu; Vladislav N. Zimin; Mohamed H. E. Makhlouf; Sadeer Al-Kindi; Sanjay Rajagopalan; Chun-Ho Yun; Chung-Lieh Hung; et al. (CoRR, 2024)

AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score. - Tao Hu; Joshua Freeze; Prerna Singh; Justin Namuk Kim; Yingnan Song; Hao Wu 068; Juhwan Lee; Sadeer Al-Kindi; Sanjay Rajagopalan; David L. Wilson; Ammar Hoori (CoRR, 2024)

Improved C-Index and Interpretability with KAN as Compared to COX: Application to Risk Prediction of Major Adverse Cardiovascular Events from CT Calcium Score. - Justin Namuk Kim; Tao Hu; Hao Wu 068; Mohamed H. E. Makhlouf; Neda Shafiabadi Hassani; Ammar Hoori; Juhwan Lee; David L. Wilson (ISBI, 2025)

Omnimamba4D: Spatio-Temporal Mamba for Longitudinal CT Lesion Segmentation. - Justin Namuk Kim; Yiqiao Liu; Rajath Soans; Keith Persson; Sarah Halek; Michal Tomaszewski; Jianda Yuan; Gregory Goldmacher; Antong Chen (ISBI, 2025)