Dr. Guillermo A. Monteoliva Profile

Dr. Guillermo A. Monteoliva

SPIE Involvement:

Author

Publications (2)

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 +

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