Ms. Ananya Subramaniam Profile

Ananya Subramaniam

at Case Western Reserve Univ

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Author

Publications (5)

Proceedings Article | 2 April 2024 Poster + Paper

Data-efficient segmentation of coronary arteries for pericoronary adipose tissue analysis on coronary CT angiography using self-supervised learning

Justin Kim, Juhwan Lee, Ananya Subramaniam, Yingnan Song, Hao Wu, Mohamed H. Makhlouf, Neda Shafiabadi, Sadeer Al-Kindi, David Wilson

Proceedings Volume 12930, 129301O (2024) https://doi.org/10.1117/12.3006038

KEYWORDS: Arteries, Image segmentation, Adipose tissue, Aorta, Angiography, Computed tomography

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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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SPIE Journal Paper | 3 October 2023 Open Access

Image harmonization and deep learning automated classification of plus disease in retinopathy of prematurity

Ananya Subramaniam, Faruk Orge, Michael Douglass, Basak Can, Guillermo Monteoliva, Evelin Fried, Vanina Schbib, Gabriela Saidman, Brenda Peña, Soledad Ulacia, Pedro Acevedo, Andrew M. Rollins, David L. Wilson

JMI, Vol. 10, Issue 06, 061107, (October 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.6.061107

KEYWORDS: Deep learning, Image classification, Diseases and disorders, Image enhancement, Education and training, Image quality, Vascular diseases, Image processing, Retinal diseases, Diagnostics

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Proceedings Article | 4 April 2022 Presentation + Paper

Vessel enhancement in smartphone fundus images to aid retinopathy of prematurity and plus disease diagnosis and classification

Ananya Subramaniam, Michael Douglass, Faruk Orge, Basak Can, Guillermo Monteoliva, Evelin Fried, Vanina Schbib, Gabriela Saidman, Brenda Peña, Soledad Ulacia, Pedro Acevedo, David Wilson

Proceedings Volume 12037, 1203706 (2022) https://doi.org/10.1117/12.2613268

KEYWORDS: Image processing, Diagnostics, Cell phones, Image quality, Image classification, Visibility, Imaging systems, Algorithm development, Image analysis

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Proceedings Article | 5 March 2021 Presentation + Paper

3D imaging of the vagus nerve fascicular anatomy with cryo-imaging and UV excitation

Chaitanya Kolluru, Ananya Subramaniam, Yehe Liu, Aniruddha Upadhye, Monty Khela, Lindsey Druschel, Farzad Fereidouni, Richard Levenson, Andrew Shoffstall, Michael Jenkins, David Wilson

Proceedings Volume 11649, 1164910 (2021) https://doi.org/10.1117/12.2577037

KEYWORDS: Nerve, Ultraviolet radiation, Stereoscopy, Tissues, Tissue optics, Electrodes, Visualization, Tissue clearing, Image segmentation, Epilepsy

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