Assessment of the Robustness of Convolutional Neural Networks in Labeling Noise by Using Chest X-Ray Images From Multiple Centers

BACKGROUND: Computer-aided diagnosis on chest x-ray images using deep learning is a widely studied modality in medicine. Many studies are based on public datasets, such as the National Institutes of Health (NIH) dataset and the Stanford CheXpert dataset. However, these datasets are preprocessed by c...

Descrición completa

Gardado en:
Detalles Bibliográficos
Publicado en:JMIR Med Inform
Main Authors: Jang, Ryoungwoo, Kim, Namkug, Jang, Miso, Lee, Kyung Hwa, Lee, Sang Min, Lee, Kyung Hee, Noh, Han Na, Seo, Joon Beom
Formato: Artigo
Idioma:Inglês
Publicado: JMIR Publications 2020
Assuntos:
Original Paper
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7435602/
https://ncbi.nlm.nih.gov/pubmed/32749222
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/18089
Tags: Engadir etiqueta
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!

Títulos similares