Local Interpretable Model-Agnostic Explanations for Classification of Lymph Node Metastases

An application of explainable artificial intelligence on medical data is presented. There is an increasing demand in machine learning literature for such explainable models in health-related applications. This work aims to generate explanations on how a Convolutional Neural Network (CNN) detects tum...

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Detalles Bibliográficos
Autores principales: Palatnik de Sousa, Iam, Maria Bernardes Rebuzzi Vellasco, Marley, Costa da Silva, Eduardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651753/
https://www.ncbi.nlm.nih.gov/pubmed/31284419
http://dx.doi.org/10.3390/s19132969

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651753/
https://www.ncbi.nlm.nih.gov/pubmed/31284419
http://dx.doi.org/10.3390/s19132969

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