Ms. Ananya Subramaniam Profile

Ananya Subramaniam

at Case Western Reserve Univ

SPIE Involvement:

Author

Publications (6)

SPIE Journal Paper | 17 February 2025

Improving coronary artery segmentation with self-supervised learning and automated pericoronary adipose tissue segmentation: a multi-institutional study on coronary computed tomography angiography images

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

JMI, Vol. 12, Issue 01, 016002, (February 2025) https://doi.org/10.1117/12.10.1117/1.JMI.12.1.016002

KEYWORDS: Arteries, Image segmentation, Solid state lighting, Performance modeling, Data modeling, Education and training, Algorithm development, Computed tomography, Adipose tissue, Heart

Read Abstract +

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

Read Abstract +

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

Read Abstract +

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

Read Abstract +

DOWNLOAD PAPER

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

Read Abstract +

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

Read Abstract +

Showing 5 of 6 publications

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years