Red Flag/Blue Flag visualization of a common CNN for text classification

A shallow convolutional neural network (CNN), TextCNN, has become nearly ubiquitous for classification among clinical and medical text. This research presents a novel eXplainable-AI (X-AI) software, Red Flag/Blue Flag (RFBF), designed for binary classification with TextCNN. RFBF visualizes each conv...

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Detalles Bibliográficos
Autores principales: Del Gaizo, John, Obeid, Jihad S, Catchpole, Kenneth R, Alekseyenko, Alexander V
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Application Notes
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9841396/
https://www.ncbi.nlm.nih.gov/pubmed/36660449
http://dx.doi.org/10.1093/jamiaopen/ooac112

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9841396/
https://www.ncbi.nlm.nih.gov/pubmed/36660449
http://dx.doi.org/10.1093/jamiaopen/ooac112

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