Red Flag/Blue Flag visualization of a common CNN for text classification
Red Flag/Blue Flag visualization of a common CNN for text classification
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Full title
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Publisher
United States: Oxford University Press
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Language
English
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Publisher
United States: Oxford University Press
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Abstract
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 convolutional filter’s discriminative capa...
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Full title
Red Flag/Blue Flag visualization of a common CNN for text classification
Authors, Artists and Contributors
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Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9841396
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9841396
Other Identifiers
ISSN
2574-2531
E-ISSN
2574-2531
DOI
10.1093/jamiaopen/ooac112
