Explainable convolutional neural networks for assessing head and neck cancer histopathology

PURPOSE: Although neural networks have shown remarkable performance in medical image analysis, their translation into clinical practice remains difficult due to their lack of interpretability. An emerging field that addresses this problem is Explainable AI. METHODS: Here, we aimed to investigate the...

Descripción completa

Detalles Bibliográficos
Autores principales: Dörrich, Marion, Hecht, Markus, Fietkau, Rainer, Hartmann, Arndt, Iro, Heinrich, Gostian, Antoniu-Oreste, Eckstein, Markus, Kist, Andreas M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10623808/
https://www.ncbi.nlm.nih.gov/pubmed/37924082
http://dx.doi.org/10.1186/s13000-023-01407-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10623808/
https://www.ncbi.nlm.nih.gov/pubmed/37924082
http://dx.doi.org/10.1186/s13000-023-01407-8

Ejemplares similares