Custom built ethnic-specific dataset from SAP tests for optic pathway disease diagnosis: baseline approach using graph convolutional networks
Automated interpretation and diagnostic classification of standard automated perimetry (SAP) plots has been researched using machine learning techniques, and multiple public datasets has been proposed. Therefore, our contribution is a more complete database than the already published ones, and we pr...
- Autores:
-
Gregory Tatis, Alvin David
Giraldo Trujillo, Luis Felipe
Marroquín, Guillermo
Jimenez Vargas, Jose Fernando
- Tipo de recurso:
- Trabajo de grado de pregrado
- Fecha de publicación:
- 2021
- Institución:
- Universidad de los Andes
- Repositorio:
- Séneca: repositorio Uniandes
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.uniandes.edu.co:1992/54464
- Acceso en línea:
- http://hdl.handle.net/1992/54464
- Palabra clave:
- Artificial intelligence
Perimetry
Visual field
Optic pathway disease diagnosis
Ingeniería
- Rights
- openAccess
- License
- https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdf