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Automatic inference model construction for computer-aided diagnosis of lung nodule: Explanation adequacy, inference accuracy, and experts’ knowledge

We aimed to describe the development of an inference model for computer-aided diagnosis of lung nodules that could provide valid reasoning for any inferences, thereby improving the interpretability and performance of the system. An automatic construction method was used that considered explanation a...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Kawagishi, Masami, Kubo, Takeshi, Sakamoto, Ryo, Yakami, Masahiro, Fujimoto, Koji, Aoyama, Gakuto, Emoto, Yutaka, Sekiguchi, Hiroyuki, Sakai, Koji, Iizuka, Yoshio, Nishio, Mizuho, Yamamoto, Hiroyuki, Togashi, Kaori
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6239329/
https://ncbi.nlm.nih.gov/pubmed/30444907
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0207661
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