Prediction of IDH and TERT promoter mutations in low-grade glioma from magnetic resonance images usi...
Prediction of IDH and TERT promoter mutations in low-grade glioma from magnetic resonance images using a convolutional neural network
About this item
Full title
Author / Creator
Fukuma, Ryohei , Yanagisawa, Takufumi , Kinoshita, Manabu , Shinozaki, Takashi , Arita, Hideyuki , Kawaguchi, Atsushi , Takahashi, Masamichi , Narita, Yoshitaka , Terakawa, Yuzo , Tsuyuguchi, Naohiro , Okita, Yoshiko , Nonaka, Masahiro , Moriuchi, Shusuke , Takagaki, Masatoshi , Fujimoto, Yasunori , Fukai, Junya , Izumoto, Shuichi , Ishibashi, Kenichi , Nakajima, Yoshikazu , Shofuda, Tomoko , Kanematsu, Daisuke , Yoshioka, Ema , Kodama, Yoshinori , Mano, Masayuki , Mori, Kanji , Ichimura, Koichi , Kanemura, Yonehiro and Kishima, Haruhiko
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
Identification of genotypes is crucial for treatment of glioma. Here, we developed a method to predict tumor genotypes using a pretrained convolutional neural network (CNN) from magnetic resonance (MR) images and compared the accuracy to that of a diagnosis based on conventional radiomic features and patient age. Multisite preoperative MR images of...
Alternative Titles
Full title
Prediction of IDH and TERT promoter mutations in low-grade glioma from magnetic resonance images using a convolutional neural network
Authors, Artists and Contributors
Author / Creator
Yanagisawa, Takufumi
Kinoshita, Manabu
Shinozaki, Takashi
Arita, Hideyuki
Kawaguchi, Atsushi
Takahashi, Masamichi
Narita, Yoshitaka
Terakawa, Yuzo
Tsuyuguchi, Naohiro
Okita, Yoshiko
Nonaka, Masahiro
Moriuchi, Shusuke
Takagaki, Masatoshi
Fujimoto, Yasunori
Fukai, Junya
Izumoto, Shuichi
Ishibashi, Kenichi
Nakajima, Yoshikazu
Shofuda, Tomoko
Kanematsu, Daisuke
Yoshioka, Ema
Kodama, Yoshinori
Mano, Masayuki
Mori, Kanji
Ichimura, Koichi
Kanemura, Yonehiro
Kishima, Haruhiko
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6937237
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6937237
Other Identifiers
ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-019-56767-3
