Justin Namuk Kim

According to our database, Justin Namuk Kim authored at least 18 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Machine learning prediction of obstructive coronary artery disease using opportunistic coronary calcium and epicardial fat assessments from CT calcium scoring scans.

Juhwan Lee, Ammar Hoori, Tao Hu, Justin Namuk Kim, Mohamed H. E. Makhlouf, Michelle C. Williams, David E. Newby, Robert Gilkeson, Sanjay Rajagopalan, David L. Wilson

CoRR, May, 2026

Quantitative coronary calcification analysis for prediction of myocardial ischemia using non-contrast CT calcium scoring.

Juhwan Lee, Sadeer Al-Kindi, Ammar Hoori, Tao Hu, Hao Wu, Justin Namuk Kim, Robert Gilkeson, Sanjay Rajagopalan, David L. Wilson

CoRR, May, 2026

CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification.

Hexin Dong, Yi Lin, Pengyu Zhou, Fengnian Zhao, Alan Clint Legasto, Juno Cho, Dohui Kim, Justin Namuk Kim, Mingeon Kim, Sunwoo Kwak, Gabriel Moyà-Alcover, Ky Trung Nguyen, Thanh-Huy Nguyen, Ha-Hieu Pham, Huy-Hieu Pham, Huy Le Pham, Nikhileswara Rao Sulake, Aina Tur-Serrano, Ruichi Zhang, Ang Zu, Adam E. Flanders, Zhiyong Lu, Ronald M. Summers, Mingquan Lin, Hao Chen, Yuzhe Yang, George Shih, Yifan Peng

CoRR, April, 2026

Predicting Post-Stenting Outcomes Using Self-Supervised 3D Vision Transformers in Intravascular OCT.

Juhwan Lee, Justin Namuk Kim, Ammar Hoori, Luis A. P. Dallan, Gabriel T. R. Pereira, Bernardo Cortese, David L. Wilson

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

How to Optimize Concordance in Medical Imaging for Deep Survival Analysis? Concordance Pairwise Logistic Loss.

Justin Namuk Kim, Hao Wu, Tao Hu, Ammar Hoori, Juhwan Lee, David L. Wilson

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

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

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

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, Mohamed H. E. Makhlouf, Neda Shafiabadi Hassani, Ammar Hoori, Juhwan Lee, David L. Wilson

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

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, Juhwan Lee, Sadeer Al-Kindi, Sanjay Rajagopalan, David L. Wilson, Ammar Hoori

CoRR, 2024

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

Yingnan Song, Hao Wu, 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, David L. Wilson

CoRR, 2024

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, Naomi Joseph, Mohamed H. E. Makhlouf, Neda Shafiabadi Hassani, David L. Wilson

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

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

Hao Wu, 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, David L. Wilson

CoRR, 2023

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

Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

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, 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, Hiram G. Bezerra, Sadeer Al-Kindi, 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

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

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

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

2020

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