EGFR and KRAS mutation prediction on lung cancer through medical image processing and artificial intelligence

Lung cancer causes more deaths globally than any other type of cancer. To determine the best treatment, detecting EGFR and KRAS mutations is of interest. However, non-invasive ways to obtain this information are not available. In this study, an ensemble approach is applied to increase the performanc...

Full description

Autores:
Moreno Trillos, Silvia Carolina
Tipo de recurso:
Doctoral thesis
Fecha de publicación:
2022
Institución:
Universidad del Norte
Repositorio:
Repositorio Uninorte
Idioma:
eng
OAI Identifier:
oai:manglar.uninorte.edu.co:10584/10206
Acceso en línea:
http://hdl.handle.net/10584/10206
Palabra clave:
Procesamiento de imágenes -- Técnicas digitales
Medicina -- Procesamiento de datos
Rights
openAccess
License
https://creativecommons.org/licenses/by/4.0/