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

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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Bibliographic Details
Main Authors: Masami Kawagishi, Takeshi Kubo, Ryo Sakamoto, Masahiro Yakami, Koji Fujimoto, Gakuto Aoyama, Yutaka Emoto, Hiroyuki Sekiguchi, Koji Sakai, Yoshio Iizuka, Mizuho Nishio, Hiroyuki Yamamoto, Kaori Togashi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6239329?pdf=render

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http://europepmc.org/articles/PMC6239329?pdf=render

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