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Yingnan Song
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Detection of coronary calcifications with dual energy chest X-rays: clinical evaluation
Y Song, H Wu, D Wen, B Zhu, P Graner, L Ciancibello, H Rajeswaran, ...
The international journal of cardiovascular imaging 37, 767-774, 2021
92021
Improved reproducibility of CT calcium score using blind deconvolution
Y Song, A Hoori, H Wu, S Al-Kindi, JC Durieux, JG Terry, DR Jacobs, ...
Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and …, 2021
42021
Improved reproducibility of calcium mass score using deconvolution and partial volume correction
Y Song, BL Eck, J Levi, DL Wilson
Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and …, 2019
42019
Improved bias and reproducibility of coronary artery calcification features using deconvolution
Y Song, A Hoori, H Wu, M Vembar, S Al-Kindi, L Ciancibello, JG Terry, ...
Journal of Medical Imaging 10 (1), 014002-014002, 2023
22023
A Sequential Deep Learning Approach for Automated Detection and Attribution of Coronary Artery Calcification in Non-Contrast CT
A Hoori, Y Song, J Lee, S Al-Kindi, S Rajagopalan, D Wilson
Circulation 144 (Suppl_1), A12298-A12298, 2021
22021
Improved accuracy and precision of calcium mass score using deconvolution and partial volume correction
Y Song, BL Eck, J Levi, DL Wilson
Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and …, 2020
22020
AI Approach For Enhancing MACE Survival Analysis In CT Calcium Score Images Through Expanded Calcification Features
A Hoori, T Hu, J Freeze, H Wu, Y Song, J Lee, P Fu, R Gilkeson, ...
Journal of Cardiovascular Computed Tomography 17 (4), S69, 2023
12023
AI Analysis Of Pericoronary Adipose Tissue (PCAT) And Mace Prediction In Non-contrast CT Calcium Score Images
S Kindi, Y Song, H Wu, J Lee, J Kim, A Hoori, T Hu, V Zimin, M Makhlouf, ...
Journal of Cardiovascular Computed Tomography 17 (4), S69, 2023
12023
Assessment of arterial calcifications
DL Wilson, D Wen, BL Eck, J Levi, Y Song
US Patent 11,386,555, 2022
12022
PREDICTION OF MAJOR ADVERSE CARDIOVASCULAR EVENTS (MACE) FROM AI ANALYSIS OF PERICORONARY FAT IN CT IMAGES
DL Wilson, A Hoori, T Hu, Y Song, H Wu, J Lee, S Al-kindi, S Rajagopalan
US Patent App. 18/354,921, 2024
2024
Enhancing cardiovascular risk prediction through AI-enabled calcium-omics
A Hoori, S Al-Kindi, T Hu, Y Song, H Wu, J Lee, N Tashtish, P Fu, ...
Scientific Reports 14 (1), 11134, 2024
2024
Translating non-contrast CT calcium score images to virtual CCTA to aid segmentation of coronary arteries and myocardium
H Wu, Y Song, A Hoori, A Subramaniam, J Lee, J Kim, S Al-Kindi, CH Yun, ...
Medical Imaging 2024: Clinical and Biomedical Imaging 12930, 26-31, 2024
2024
Prediction of major adverse cardiovascular events using comprehensive AI analysis of calcifications and fat depots in CT calcium score images
A Hoori, J Freeze, P Singh, T Hu, Y Song, H Wu, J Lee, S Li, R Gilkeson, ...
Medical Imaging 2024: Clinical and Biomedical Imaging 12930, 69-74, 2024
2024
Data-efficient segmentation of coronary arteries for pericoronary adipose tissue analysis on coronary CT angiography using self-supervised learning
JN Kim, J Lee, A Subramaniam, Y Song, H Wu, MHE Makhlouf, ...
Medical Imaging 2024: Clinical and Biomedical Imaging 12930, 424-429, 2024
2024
AI predictions of major adverse cardiovascular event using epicardial and paracardial adipose tissue assessments in CT calcium score images
T Hu, A Hoori, J Lee, J Kim, Y Song, H Wu, S Al-Kindi, S Rajagopalan, ...
Medical Imaging 2024: Clinical and Biomedical Imaging 12930, 75-82, 2024
2024
Coronary CTA and Quantitative Cardiac CT Perfusion (CCTP) in Coronary Artery Disease
H Wu, Y Song, A Hoori, A Subramaniam, J Lee, J Kim, T Hu, S Al-Kindi, ...
arXiv preprint arXiv:2401.17433, 2024
2024
AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score
T Hu, J Freeze, P Singh, J Kim, Y Song, H Wu, J Lee, S Al-Kindi, ...
arXiv preprint arXiv:2401.16190, 2024
2024
Pericoronary adipose tissue feature analysis in CT calcium score images with comparison to coronary CTA
Y Song, H Wu, J Lee, J Kim, A Hoori, T Hu, V Zimin, M Makhlouf, ...
arXiv preprint arXiv:2401.15554, 2024
2024
Analysis Of Pericoronary Adipose Tissue In Cardiac CT Perfusion (CCTP) Images Highlights The Confounds In CCTA
H Wu, Y Song, A Hoori, A Subramaniam, J Lee, J Kim, T Hu, S Al-Kindi, ...
Journal of Cardiovascular Computed Tomography 17 (4), S32-S33, 2023
2023
Cardiac CT perfusion imaging of pericoronary adipose tissue (PCAT) highlights potential confounds in coronary CTA
H Wu, Y Song, A Hoori, A Subramaniam, J Lee, J Kim, T Hu, S Al-Kindi, ...
arXiv preprint arXiv:2306.15593, 2023
2023
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