Presentation 2021-03-15
Identification of implant type from total knee arthroplasty images using machine learning
Mayuko Kishino, Takaharu Yamazaki, Fumio Itami, Tetsuya Tomita, Kazuomi Sugamoto,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English)
Keyword(in Japanese) (See Japanese page)
Keyword(in English)
Paper # MI2020-49
Date of Issue 2021-03-08 (MI)

Conference Information
Committee MI
Conference Date 2021/3/15(3days)
Place (in Japanese) (See Japanese page)
Place (in English) Online
Topics (in Japanese) (See Japanese page)
Topics (in English) Medical Imaging
Chair Yoshiki Kawata(Tokushima Univ.)
Vice Chair Takayuki Kitasaka(Aichi Inst. of Tech.) / Hidekata Hontani(Nagoya Inst. of Tech.)
Secretary Takayuki Kitasaka(Yamaguchi Univ.) / Hidekata Hontani(Univ. of Hyogo)
Assistant Hotaka Takizawa(Tsukuba Univ.) / Yoshito Otake(NAIST)

Paper Information
Registration To Technical Committee on Medical Imaging
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Identification of implant type from total knee arthroplasty images using machine learning
Sub Title (in English) Application to real images and visualization by Grad-CAM
Keyword(1)
Keyword(2)
Keyword(3)
Keyword(4)
1st Author's Name Mayuko Kishino
1st Author's Affiliation Saitama Institute of Technology(SIT)
2nd Author's Name Takaharu Yamazaki
2nd Author's Affiliation Saitama Institute of Technology(SIT)
3rd Author's Name Fumio Itami
3rd Author's Affiliation Saitama Institute of Technology(SIT)
4th Author's Name Tetsuya Tomita
4th Author's Affiliation Osaka University(Osaka Univ.)
5th Author's Name Kazuomi Sugamoto
5th Author's Affiliation Osaka University(Osaka Univ.)
Date 2021-03-15
Paper # MI2020-49
Volume (vol) vol.120
Number (no) MI-431
Page pp.pp.9-14(MI),
#Pages 6
Date of Issue 2021-03-08 (MI)