Explainable AI for Retinoblastoma Diagnosis: Interpreting Deep Learning Models with LIME and SHAP

Retinoblastoma is a rare and aggressive form of childhood eye cancer that requires prompt diagnosis and treatment to prevent vision loss and even death. Deep learning models have shown promising results in detecting retinoblastoma from fundus images, but their decision-making process is often consid...

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Detalles Bibliográficos
Autores principales: Aldughayfiq, Bader, Ashfaq, Farzeen, Jhanjhi, N. Z., Humayun, Mamoona
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10253103/
https://www.ncbi.nlm.nih.gov/pubmed/37296784
http://dx.doi.org/10.3390/diagnostics13111932

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10253103/
https://www.ncbi.nlm.nih.gov/pubmed/37296784
http://dx.doi.org/10.3390/diagnostics13111932

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