Automatic Deep Learning Segmentation and Quantification of Epicardial Adipose Tissue in Non-Contrast Cardiac CT scans. - Ammar O. Hoori; Tao Hu; Sadeer Al-Kindi; Sanjay Rajagopalan; David L. Wilson (EMBC, 2021)

Improved reproducibility of CT calcium score using blind deconvolution. - Yingnan Song; Ammar Hoori; Hao Wu 068; Sadeer Al-Kindi; Jared Christian Durieux; James G. Terry; David R. Jacobs Jr.; Jamal S. Rana; John Jeffrey Carr; David L. Wilson (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2021)

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)

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)

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; David L. Wilson (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2023)

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; David L. Wilson (Biomedical Applications in Molecular, Structural, and Functional Imaging, 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 (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)

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)

Enhancing cardiovascular risk prediction through AI-enabled calcium-omics. - Ammar Hoori; Sadeer Al-Kindi; Tao Hu; Yingnan Song; Hao Wu 068; Juhwan Lee; Nour Tashtish; Pingfu Fu; Robert Gilkeson; Sanjay Rajagopalan; David L. Wilson (CoRR, 2023)

Attractive deep morphology-aware active contour network for vertebral body contour extraction with extensions to heterogeneous and semi-supervised scenarios. - Shen Zhao; Jinhong Wang; Xinxin Wang; Yikang Wang; Hanying Zheng 004; Bin Chen; An Zeng; Fuxin Wei; Sadeer Al-Kindi; Shuo Li 001 (Medical Image Anal., 2023)

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)

When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-View CT. - Matt Y. Cheung; Sophia Zorek; Tucker J. Netherton; Laurence E. Court; Sadeer Al-Kindi; Ashok Veeraraghavan; Guha Balakrishnan (ISBI, 2025)

Segmentation of Cardiovascular Structures from Screening Non-contrast CT Calcium Score Images Using the Tuned CardioNC-Segmentator on Virtual CTA Images. - Joshua Freeze; Hao Wu 068; Ammar Hoori; Sadeer Al-Kindi; Sanjay Rajagopalan; David L. Wilson (ISBI, 2025)

Classifying Coronary Artery Calcification Risk using Radiomics from Non-Gated CT Scans. - Sandra Emi Sato Imuro; Salman Siddique Khan; Eman Nayaz Ahmed; Deeksha Sarda; Guha Balakrishnan; Sadeer Al-Kindi; Ashutosh Sabharwal (ISBI, 2025)

Topological Image Analysis of Coronary Calcifications for Improved Cardiovascular Risk Prediction from Screening Non-Contrast CT. - Prerna Singh; Ammar Hoori; Sadeer Al-Kindi; Sanjay Rajagopalan; David L. Wilson (ISBI, 2025)