Prof. Sanjay Rajagopalan Profile

Prof. Sanjay Rajagopalan

at Univ Hospitals Cleveland Medical Ctr

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Author

Publications (8)

SPIE Journal Paper | 24 January 2025 Open Access

Pericoronary adipose tissue feature analysis in computed tomography calcium score images in comparison to coronary computed tomography angiography

Yingnan Song, Hao Wu, Juhwan Lee, Justin Kim, Ammar Hoori, Tao Hu, Vladislav Zimin, Mohamed Makhlouf, Sadeer Al-Kindi, Sanjay Rajagopalan, Chun-Ho Yun, Chung-Lieh Hung, David Wilson

JMI, Vol. 12, Issue 01, 014503, (January 2025) https://doi.org/10.1117/12.10.1117/1.JMI.12.1.014503

KEYWORDS: Detection and tracking algorithms, Arteries, Computed tomography, Radiomics, Adipose tissue, Image segmentation, Iodine, Image registration, Feature extraction, Wavelets

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Proceedings Article | 2 April 2024 Poster + Paper

Prediction of heart failure using an analysis of epicardial adipose tissue from CT calcium score images

Joshua Freeze, Ammar Hoori, Prerna Singh, Tao Hu, Robert Gilkeson, Sadeer Al-Kindi, Sanjay Rajagopalan, Shuo Li, David Wilson

Proceedings Volume 12930, 1293020 (2024) https://doi.org/10.1117/12.3006861

KEYWORDS: Heart, Calcium, Adipose tissue, Image segmentation, Computed tomography, Inflammation, Blood pressure

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Proceedings Article | 2 April 2024 Presentation + Paper

Prediction of major adverse cardiovascular events using comprehensive AI analysis of calcifications and fat depots in CT calcium score images

Ammar Hoori, Joshua Freeze, Prerna Singh, Tao Hu, Yingnan Song, Hao Wu, Juhwan Lee, Shuo Li, Robert Gilkeson, Sadeer Al-Kindi, Sanjay Rajagopalan, David Wilson

Proceedings Volume 12930, 129300C (2024) https://doi.org/10.1117/12.3003977

KEYWORDS: Calcium, Detection and tracking algorithms, Image segmentation, Heart, Education and training, Arteries, Computed tomography, Data modeling, Adipose tissue

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Proceedings Article | 2 April 2024 Presentation + Paper

Propensity-matching of patients from a large database of CT calcium score images reveals a distinct coronary calcification profile in diabetes mellitus

Prerna Singh, Ammar Hoori, Joshua Freeze, Sadeer Al-Kindi, Sanjay Rajagopalan, David Wilson

Proceedings Volume 12930, 129300F (2024) https://doi.org/10.1117/12.3005974

KEYWORDS: Arteries, Computed tomography, Calcium, Image segmentation, Heart, Cardiovascular disorders, Feature extraction

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Proceedings Article | 2 April 2024 Presentation + Paper

AI predictions of major adverse cardiovascular event using epicardial and paracardial adipose tissue assessments in CT calcium score images

Tao Hu, Ammar Hoori, Juhwan Lee, Justin Kim, Yingnan Song, Hao Wu, Sadeer Al-Kindi, Sanjay Rajagopalan, David Wilson

Proceedings Volume 12930, 129300D (2024) https://doi.org/10.1117/12.3006789

KEYWORDS: Adipose tissue, Heart, Calcium, Computed tomography, Arteries, Education and training, Cardiac imaging, Risk assessment, Machine learning

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Proceedings Article | 2 April 2024 Presentation + Paper

Translating non-contrast CT calcium score images to virtual CCTA to aid segmentation of coronary arteries and myocardium

Hao Wu, Yingnan Song, Ammar Hoori, Ananya Subramaniam, Juhwan Lee, Justin Kim, Sadeer Al-Kindi, Chun-Ho Yun, Sanjay Rajagopalan, David Wilson

Proceedings Volume 12930, 1293007 (2024) https://doi.org/10.1117/12.3006516

KEYWORDS: Arteries, Image segmentation, Computed tomography, Myocardium, Adipose tissue, Optical flow, Calcium, Visualization, Heart

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Proceedings Article | 10 April 2023 Presentation + Paper

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 Wilson

Proceedings Volume 12468, 124680T (2023) https://doi.org/10.1117/12.2653613

KEYWORDS: Detection and tracking algorithms, Image segmentation, Computed tomography, Adipose tissue, Calcium, Feature extraction, Modeling

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Proceedings Article | 10 April 2023 Presentation + Paper

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 Wilson

Proceedings Volume 12468, 1246805 (2023) https://doi.org/10.1117/12.2653592

KEYWORDS: Acquisition tracking and pointing, Image segmentation, Adipose tissue, Heart, Computed tomography, Detection and tracking algorithms, Tissues, Education and training, Tunable filters, Deep learning

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Showing 5 of 8 publications

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