Deep learning identify retinal nerve fibre and choroid layers as markers of age‐related macular degeneration in the classification of macular spectral‐domain optical coherence tomography volumes

PURPOSE: Deep learning models excel in classifying medical image data but give little insight into the areas identified as pathology. Visualization of a deep learning model’s point of interest (POI) may reveal unexpected areas associated with diseases such as age‐related macular degeneration (AMD)....

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Detalles Bibliográficos
Autores principales: Tvenning, Arnt‐Ole, Hanssen, Stian Rikstad, Austeng, Dordi, Morken, Tora Sund
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Original Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9790497/
https://www.ncbi.nlm.nih.gov/pubmed/35233918
http://dx.doi.org/10.1111/aos.15126

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9790497/
https://www.ncbi.nlm.nih.gov/pubmed/35233918
http://dx.doi.org/10.1111/aos.15126

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