The natural language explanation algorithms for the lung cancer computer-aided diagnosis system

•Two algorithms of the lung cancer CADx system explanation is proposed.•The explanation is implemented via natural language.•A low-dimensional feature representation of CT lung nodule images is considered to simplify classification and explanation.•An efficient explanation method is based on using a...

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Veröffentlicht in:	Artificial intelligence in medicine 2020-08, Vol.108, p.101952-101952, Article 101952
Hauptverfasser:	Meldo, Anna, Utkin, Lev, Kovalev, Maxim, Kasimov, Ernest
Format:	Artikel
Sprache:	eng
Schlagworte:	Causability Classification Computer Science Computer Science, Artificial Intelligence Computer-aided diagnosis Engineering Engineering, Biomedical Explainable AI Life Sciences & Biomedicine LIME Lung cancer Medical Informatics Natural language Science & Technology Technology Visual explanations
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