Deep learning-based algorithm for lung cancer detection on chest radiographs using the segmentation method

We developed and validated a deep learning (DL)-based model using the segmentation method and assessed its ability to detect lung cancer on chest radiographs. Chest radiographs for use as a training dataset and a test dataset were collected separately from January 2006 to June 2018 at our hospital....

Descripción completa

Detalles Bibliográficos
Autores principales: Shimazaki, Akitoshi, Ueda, Daiju, Choppin, Antoine, Yamamoto, Akira, Honjo, Takashi, Shimahara, Yuki, Miki, Yukio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8760245/
https://www.ncbi.nlm.nih.gov/pubmed/35031654
http://dx.doi.org/10.1038/s41598-021-04667-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8760245/
https://www.ncbi.nlm.nih.gov/pubmed/35031654
http://dx.doi.org/10.1038/s41598-021-04667-w

Ejemplares similares