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Hepatic tumor classification using texture and topology analysis of non-contrast-enhanced three-dimensional T1-weighted MR images with a radiomics approach

Crossref DOI link: https://doi.org/10.1038/s41598-019-45283-z

Published Online: 2019-06-19

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Oyama, Asuka

Hiraoka, Yasuaki

Obayashi, Ippei

Saikawa, Yusuke

Furui, Shigeru

Shiraishi, Kenshiro

Kumagai, Shinobu

Hayashi, Tatsuya

Kotoku, Jun’ichi
Funding

Funding for this research was provided by:

MEXT | JST | Core Research for Evolutional Science and Technology (15656429)

MEXT | Japan Society for the Promotion of Science (18K07646)
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Text and Data Mining valid from 2019-06-19

Version of Record valid from 2019-06-19
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Article History

Received: 22 October 2018

Accepted: 5 June 2019

First Online: 19 June 2019

Competing Interests

: The authors declare no competing interests.

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