Multicolumn RBF Network. - Ammar O. Hoori; Yuichi Motai (IEEE Trans. Neural Networks Learn. Syst., 2018)

Electric Load Forecasting Model Using a Multicolumn Deep Neural Networks. - Ammar O. Hoori; Ahmad Al Kazzaz; Rameez Khimani; Yuichi Motai; Alex J. Aved (IEEE Trans. Ind. Electron., 2020)

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)

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)

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)

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)

Identification of high-risk phenotypes through unsupervised clustering of clinical and CT-calcium score imaging features. - Prerna Singh; Ammar Hoori; Tao Hu; 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)

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)

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)

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)

Deep Learning-Driven Automated Aortic Valve Calcification Assessment in CT Calcium Score Screening Images. - Ananya Subramaniam; Ammar Hoori; Tao Hu; Hao Wu 068; Arthure Olivia Tchilibou Wane; Neda Shafiabadi Hassani; Sanjay Rajagopalan; David L. Wilson (ISBI, 2025)