Fine-Tuning Approach for Segmentation of Gliomas in Brain Magnetic Resonance Images with a Machine Learning Method to Normalize Image Differences among Facilities.
作者:
Satoshi,Takahashi [1]
;
Masamichi,Takahashi [2]
;
Manabu,Kinoshita [3]
;
Mototaka,Miyake [4]
;
Risa,Kawaguchi [5]
;
Naoki,Shinojima [6]
;
Akitake,Mukasa [7]
;
Kuniaki,Saito [8]
;
Motoo,Nagane [8]
;
Ryohei,Otani [9]
;
Fumi,Higuchi [9]
;
Shota,Tanaka [10]
;
Nobuhiro,Hata [11]
;
Kaoru,Tamura [10]
;
Kensuke,Tateishi [12]
;
Ryo,Nishikawa [13]
;
Hideyuki,Arita [14]
;
Masahiro,Nonaka [15]
;
Takehiro,Uda [16]
;
Junya,Fukai [5]
;
Yoshiko,Okita [17]
;
Naohiro,Tsuyuguchi [18]
;
Yonehiro,Kanemura [19]
;
Kazuma,Kobayashi [20]
;
Jun,Sese [18]
;
Koichi,Ichimura [21]
;
Yoshitaka,Narita [19]
;
Ryuji,Hamamoto [22]
作者单位:
Division of Molecular Modification and Cancer Biology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
[1]
Cancer Translational Research Team, RIKEN Center for Advanced Intelligence Project, 1-4-1 Nihonbashi, Chuo-ku, Tokyo 103-0027, Japan.
[2]
Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
[3]
Division of Brain Tumor Translational Research, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
[4]
Department of Neurosurgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka 565-0871, Japan.
[5]
Department of Diagnostic Radiology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
[6]
Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, 2-3-26, Aomi, Koto-ku, Tokyo 135-0064, Japan.
[7]
Department of Neurosurgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto 860-8556, Japan.
[8]
Department of Neurosurgery, Kyorin University Faculty of Medicine, 6-20-2, Sinkawa, Mitaka, Tokyo 181-8611, Japan.
[9]
Department of Neurosurgery, Dokkyo Medical University, 880 Kitakobayashi, Mibu, Shimotsugagun, Tochigi 321-0293, Japan.
[10]
Department of Neurosurgery, Tokyo Metropolitan Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo 113-8677, Japan.
[11]
Department of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo 113-8655, Japan.
[12]
Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan.
[13]
Department of Neurosurgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.
[14]
Department of Neurosurgery, Graduate School of Medicine, Yokohama City University, 3-9 Fukuura, Kanazawa-ku, Yokohama, Kanagawa 236-0004, Japan.
[15]
Department of Neuro-Oncology/Neurosurgery, Saitama Medical University International Medical Center, 397-1 Yamane, Hidaka, Saitama 350-1298, Japan.
[16]
Department of Neurosurgery, Kansai Medical University, 2-5-1 Shinmachi, Hirakata, Osaka 573-1010, Japan.
[17]
Department of Neurosurgery, National Hospital Organization Osaka National Hospital, 2-1-14 Hoenzaka, Chuo-ku, Osaka 540-0006, Japan.
[18]
Department of Neurosurgery, Osaka City University Graduate School of Medicine, 1-4-3 Asahi-machi, Abeno-ku, Osaka 545-8585, Japan.
[19]
Department of Neurological Surgery, Wakayama Medical University School of Medicine Wakayama, 811-1 Kimiidera, Wakayama 641-8509, Japan.
[20]
Department of Neurosurgery, Osaka International Cancer Institute, 3-1-69 Ootemae, Chuo-ku, Osaka 541-8567, Japan.
[21]
Department of Neurosurgery, Kindai University Faculty of Medicine, 377-2 Ohnohigashi, Osaka-Sayama, Osaka 589-8511, Japan.
[22]
Department of Biomedical Research and Innovation, Institute for Clinical Research, National Hospital Organization Osaka National Hospital, 2-1-14 Hoenzaka, Chuo-ku, Osaka 540-0006, Japan.
[23]
Humanome Lab, 2-4-10 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
[24]
DOI
10.3390/cancers13061415
PMID
33808802
发布时间
2021-04-08
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