Ammar Hoori

According to our database, Ammar Hoori authored at least 16 papers between 2018 and 2024.

Collaborative distances:

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

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

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

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Enhancing cardiovascular risk prediction through AI-enabled calcium-omics.

Ammar Hoori, Sadeer Al-Kindi, Tao Hu, Yingnan Song, Hao Wu, Juhwan Lee, Nour Tashtish, Pingfu Fu, Robert Gilkeson, Sanjay Rajagopalan, David L. Wilson

CoRR, 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

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

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

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

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

2021

Improved reproducibility of CT calcium score using blind deconvolution.

Yingnan Song, Ammar Hoori, Hao Wu, Sadeer Al-Kindi, Jared Christian Durieux, James G. Terry, David R. Jacobs Jr., Jamal S. Rana, John Jeffrey Carr, David L. Wilson

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

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

2018

Multicolumn RBF Network.

Ammar O. Hoori, Yuichi Motai

IEEE Trans. Neural Networks Learn. Syst., 2018