A multi-task deep learning model for EGFR genotyping prediction and GTV segmentation of brain metastasis

BACKGROUND: The precise prediction of epidermal growth factor receptor (EGFR) mutation status and gross tumor volume (GTV) segmentation are crucial goals in computer-aided lung adenocarcinoma brain metastasis diagnosis. However, these two tasks present continuous difficulties due to the nonuniform i...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhou, Zichun, Wang, Min, Zhao, Rubin, Shao, Yan, Xing, Ligang, Qiu, Qingtao, Yin, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10629110/
https://www.ncbi.nlm.nih.gov/pubmed/37936137
http://dx.doi.org/10.1186/s12967-023-04681-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10629110/
https://www.ncbi.nlm.nih.gov/pubmed/37936137
http://dx.doi.org/10.1186/s12967-023-04681-8

Ejemplares similares