Ammar Hoori

17 papers Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Effective Input Projection for Updating Dictionary Atoms in Sparse Coding-Based Image Denoising.
IEEE Access
Ammar Hoori, Alex J. Aved, Simegnew Yihunie Alaba, Yuichi Motai
2025 — conf
Deep Learning-Driven Automated Aortic Valve Calcification Assessment in CT Calcium Score Screening Images.
ISBI
Ananya Subramaniam, Ammar Hoori, Tao Hu, Hao Wu, Arthure Olivia Tchilibou Wane, Neda Shafiabadi Hassani, Sanjay Rajagopalan, David L. Wilson
2025 — conf
Improved C-Index and Interpretability with KAN as Compared to COX: Application to Risk Prediction of Major Adverse Cardiovascular Events from CT Calcium Score.
ISBI
Justin Namuk Kim, Tao Hu, Hao Wu, Mohamed H. E. Makhlouf, Neda Shafiabadi Hassani, Ammar Hoori, Juhwan Lee, David L. Wilson
2025 — conf
Segmentation of Cardiovascular Structures from Screening Non-contrast CT Calcium Score Images Using the Tuned CardioNC-Segmentator on Virtual CTA Images.
ISBI
Joshua Freeze, Hao Wu, Ammar Hoori, Sadeer Al-Kindi, Sanjay Rajagopalan, David L. Wilson
2025 — conf
Topological Image Analysis of Coronary Calcifications for Improved Cardiovascular Risk Prediction from Screening Non-Contrast CT.
ISBI
Prerna Singh, Ammar Hoori, Sadeer Al-Kindi, Sanjay Rajagopalan, David L. Wilson
2024 J jnl
AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score.
CoRR
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
2024 — conf
Identification of high-risk phenotypes through unsupervised clustering of clinical and CT-calcium score imaging features.
ISBI
Prerna Singh, Ammar Hoori, Tao Hu, David L. Wilson
2024 J jnl
Pericoronary adipose tissue feature analysis in CT calcium score images with comparison to coronary CTA.
CoRR
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
2023 — conf
An enriched survival study of epicardial adipose tissues risk on major adverse cardiovascular event in CT calcium score images.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Ammar Hoori, Tao Hu, Juhwan Lee, Sadeer Al-Kindi, Sanjay Rajagopalan, David L. Wilson
2023 — conf
Analysis of paracardial adipose tissues using deep learning segmentation in CT calcium score images.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Ammar Hoori, Tao Hu, Juhwan Lee, Sadeer Al-Kindi, Sanjay Rajagopalan, David L. Wilson
2023 J jnl
Cardiac CT perfusion imaging of pericoronary adipose tissue (PCAT) highlights potential confounds in coronary CTA.
CoRR
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
2023 J jnl
Enhancing cardiovascular risk prediction through AI-enabled calcium-omics.
CoRR
Ammar Hoori, Sadeer Al-Kindi, Tao Hu, Yingnan Song, Hao Wu, Juhwan Lee, Nour Tashtish, Pingfu Fu, Robert Gilkeson, Sanjay Rajagopalan, David L. Wilson
2022 J jnl
Automated segmentation of microvessels in intravascular OCT images using deep learning.
CoRR
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
2022 — conf
Automatic microchannel detection using deep learning in intravascular optical coherence tomography images.
Image-Guided Procedures
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
2022 J jnl
OCTOPUS - optical coherence tomography plaque and stent analysis software.
CoRR
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
2022 J jnl
Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography.
CoRR
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
2021 — conf
Improved reproducibility of CT calcium score using blind deconvolution.
Biomedical Applications in Molecular, Structural, and Functional Imaging
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