Dr. Pedro Acevedo Profile

Dr. Pedro Acevedo

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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

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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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