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Prerna Singh
at Case Western Reserve University
SPIE Involvement:
Author
Publications (3)
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
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
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
Proceedings Volume 12930, 129300F (2024) https://doi.org/10.1117/12.3005974
KEYWORDS: Arteries, Computed tomography, Calcium, Image segmentation, Heart, Cardiovascular disorders, Feature extraction
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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