論文 - 森 健策
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機械学習による内視鏡動画インスタンスセグメンテーションのための手動アノテーションツールの開発
小澤 卓也, 小田 紘久, 伊東 隼人, 北坂 孝幸, Holger R. Roth, 小田 昌宏, 林 雄一郎, 三澤 一成, 伊藤 雅昭, 竹下 修由, 森 健
第37回日本医用画像工学会大会予稿集 頁： OP1-7 2018年7月
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Fast Marching Algorithmに基づく小児CT像からの腸管閉塞部位検出手法
西尾 光平, 小田 紘久, 千馬 耕亮, 北坂 孝幸, Holger Roth, 伊東 隼人, 小田 昌宏, 檜 顕成, 内田 広夫, 森 健策
第37回日本医用画像工学会大会予稿集 頁： OP1-6 2018年7月
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Fully convolutional networkを用いた少量画像データ学習からの頭部解剖構造抽出
杉野 貴明，Holger R. Roth，小田 昌宏，庄野 直之，金 太一，森 健策
第37回日本医用画像工学会大会予稿集 頁： OP1-1 2018年7月
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Deformation matching of laparoscopic gastrectomy Navigation based on finite element analysis
T. Chen, G. Wei, W. Shi, Y.Hu, J. Yu, Z.Jiang,K. Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ67-68 2018年6月
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Unsupervised deep learning based registration for aligning micro CT and histology images
K. Nagara, S. Nakamura, H. Roth, M. Oda, K. Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： s155-157 2018年6月
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Micro-focus X-ray CT of the heart:A comparison with X-ray refraction-contrast CT,
Hirohisa Oda, Holger R. Roth, Naoki Sunaguchi, Daisuke Shimao, Takaaki Sugino, Masahiro Oda, Toshiaki Akita, Yuji Narita, Shu Ichihara, Tetsuya Yuasa, Masami Ando, Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ140-142 2018年6月
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Polyp detection in colonoscopic videos by using spatio-temporal feature
Hayato Itoh, Holger R. Roth, Masashi Misawa, Yuichi Mori, Masahiro Oda, Shin-ei Kudo, Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ97-98 2018年6月
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Deformation matching of laparoscopic gastrectomy Navigation based on finite element analysis
T. Chen, G. Wei, W. Shi, Y.Hu, J. Yu, Z.Jiang, K. Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： s67-68 2018年6月
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Unsupervised deep learning based registration for aligning micro CT and histology images
K. Nagara, S. Nakamura, H. Roth, M. Oda, K. Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： s155-157 2018年6月
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Micro-focus X-ray CT of the heart:A comparison with X-ray refraction-contrast CT,
Hirohisa Oda, Holger R. Roth, Naoki Sunaguchi, Daisuke Shimao, Takaaki Sugino, Masahiro Oda, Toshiaki Akita, Yuji Narita, Shu Ichihara, Tetsuya Yuasa, Masami Ando, Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： s140-142 2018年6月
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Polyp detection in colonoscopic videos by using spatio-temporal feature
Hayato Itoh, Holger R. Roth, Masashi Misawa, Yuichi Mori, Masahiro Oda, Shin-ei Kudo, Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： s97-98 2018年6月
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Improvement of robustness of SLAM-based bronchoscope tracking by posture guided feature matching
Cheng Wang,Masahiro Oda,Yuichiro Hayashi,Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ11-12 2018年6月
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Eye structure segmentation on micro-CT images using 3D fully convolutional network with sparsely-annotated training data
T. Sugino, H. Roth, M. Oda, S. Omata, S. Sakuma, F. Arai, K. Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： s182-184 2018年6月
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Automated ganglion cell detection using fully convolutional networks and evaluation under different training losses
Hirohisa Oda, Kosuke Chiba, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Akinari Hinoki, Hiroo Uchida, Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ104-106 2018年6月
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Semi-supervised spherical K-means for segmenting idiopathic interstitial pneumonia from chest CT images
C. Wang, T. Moriya, Y. Hayashi, M. Oda, H. Ohkubo, K. Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ27-28 2018年6月
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Evaluation of 3D fully convolutional networks for multi-class organ segmentation in contrast-enhanced CT
Chen Shen, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Tadaaki Miyamoto, and Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ21-22 2018年6月
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Abdominal artery segmentation from CT volumes using fully convolutional network for small artery segmentation
Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori,
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ20-21 2018年6月
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Auto-context 3D fully convolutional networks for multi-scale semantic segmentation of abdominal CT volumes
K. Mori, H. Roth, C. Shen, H. Oda, T. Sugino, M. Oda, Y. Hayashi, K. Misawa
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ18-19 2018年6月
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Unsupervised 3D micro-CT image segmentation based on a hybrid of VAE and GAN
T. Moriya, H. Roth, S. Nakamura, H. Oda, K. Nagara, M. Oda, K. Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： ｓ15-17 2018年6月
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Abdominal artery segmentation from CT volumes using fully convolutional network for small artery segmentation
Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery 13 巻 ( 1 ) 頁： s20-21 2018年6月