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)

STAR-Echo: A Novel Biomarker for Prognosis of MACE in Chronic Kidney Disease Patients Using Spatiotemporal Analysis and Transformer-Based Radiomics Models. - Rohan Dhamdhere; Gourav Modanwal; Mohamed H. E. Makhlouf; Neda Shafiabadi Hassani; Satvika Bharadwaj; Pingfu Fu; Ioannis Milioglou; Mahboob Rahman; Sadeer Al-Kindi; Anant Madabhushi (MICCAI (6), 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)

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)