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...

Full description

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