所属
大学院情報学研究科 知能システム学専攻 システム知能情報学 特任准教授
職名
特任准教授
ハヤシ ユウイチロウ
林 雄一郎
HAYASHI Yuichiro
学位 1
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博士（工学） （ 名古屋大学 ）
論文 25
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Boundary-aware feature and prediction refinement for polyp segmentation 招待有り 査読有り
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 2023年
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Database-driven patient-specific registration error compensation method for image-guided laparoscopic surgery 招待有り 査読有り
2023年
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Class-wise confidence-aware active learning for laparoscopic images segmentation 招待有り 査読有り
International Journal of Computer Assisted Radiology and Surgery 2023年
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A skeleton context-aware 3D fully convolutional network for abdominal artery segmentation 招待有り 査読有り
International Journal of Computer Assisted Radiology and Surgery 2023年
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Spatially variant biases considered self-supervised depth estimation based on laparoscopic videos 招待有り 査読有り
2022年
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Synthetic laparoscopic video generation for machine learning-based surgical instrument segmentation from real laparoscopic video and virtual surgical instruments 査読有り
Takuya Ozawa, Yuichiro Hayashi, Hirohisa Oda, Masahiro Oda, Takayuki Kitasaka, Nobuyoshi Takeshita ,Masaaki Ito, Kensaku Mori
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 2021年7月
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Station number assignment to abdominal lymph node for assisting gastric cancer surgery 査読有り
Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 2021年7月
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Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learning 査読有り
Tong Zheng, Masahiro Oda, Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
Proc.SPIE 2021年2月
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Extremely imbalanced subarachnoid hemorrhage detection based on enseNet-LSTM network with class-balanced loss and transfer learning 査読有り
Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu, Hayato Itoh, Takeyuki Watadani, Osamu Abe, Masahiro Hashimoto, Masahiro Jinzaki, Kensaku Mori
Proc.SPIE 2021年2月
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Bronchial orifice segmentation on bronchoscopic video frames based on generative adversarial depth estimation 査読有り
Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori
Proc.SPIE 2021年2月
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Intestinal region reconstruction of ileus cases from 3D CT images based on graphical representation and its visualization 査読有り
Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Yudai Tamada, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori
Proc.SPIE 2021年2月
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Lung infection and normal region segmentation from CT volumes of COVID-19 cases 査読有り
Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Kensaku Mori
Proc.SPIE 2021年2月
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Extraction of lung and lesion regions from COVID-19 CT volumes using 3D fully convolutional networks 査読有り
Yuichiro Hayashi, Masahiro Oda, Chen Shen, Masahiro Hashimoto, Yoshito Otake, Toshiaki Akashi, Kensaku Mori
Proc.SPIE 2021年2月
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Context encoder guided self-supervised siamese depth estimation based on stereo laparoscopic images 査読有り
Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
Proc.SPIE 2021年2月
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Robust endocytoscopic image classification based on higher-order symmetric tensor analysis and multi-scale topological statistics 査読有り
Hayato Itoh, Yukitaka Nimura, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kinichi Hotta, Kazuo Ohtsuka, Shoichi Saito, Yutaka Saito, Hiroaki Ikematsu, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery 2020年12月
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A visual SLAM-based bronchoscope tracking scheme for bronchoscopic navigation 査読有り
Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Benjamin Villard, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori
International Journal of Computer Assisted Radiology and Surgery, 2020年10月
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Extraction of blood vessel regions in liver from CT volumes using fully convolutional networks for computer assisted liver surgery,'' International Journal of Computer Assisted Radiology and Surgery 査読有り
Y. Hayashi, C. Shen, T. Igami, M. Nagino, K. Mori
International Journal of Computer Assisted Radiology and Surgery 2020年6月
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An Application of Multi-organ Segmentation from Thick-slice Abdominal CT Volumes using Transfer Learning 査読有り
C. Shen, M. Oda, H. Roth, H. Oda, Y. Hayashi, K. Misawa, K. Mori
International Journal of Computer Assisted Radiology and Surgery 2020年6月
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Virtual cleansing by unpaired image translation of intestines for detecting obstruction 査読有り
K. Nishio, H. Oda, T. Kitasaka, Y. Tamada, H. Amano, A. Takimoto, K. Chiba, Y. Hayashi, H. Itoh, M. Oda, A. Hinoki, H. Uchida, K. Mori
International Journal of Computer Assisted Radiology and Surgery 2020年6月
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Blood vessel segmentation from laparoscopic video using ConvLSTM U-Net 査読有り
S. Morimitsu, S. Yamamoto, T. Ozawa, T. Kitasaka, Y. Hayashi, M. Oda, M. Ito, N. Takeshita, K. Misawa, K. Mori
International Journal of Computer Assisted Radiology and Surgery 2020年6月
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Clinical application of a surgical navigation system based on virtual thoracoscopy for lung cancer patients: real time visualization of area of lung cancer before induction therapy and optimal resection line for obtaining a safe surgical margin during surgery 査読有り
Shota Nakamura, Yuichiro Hayashi, Koji Kawaguchi, Takayuki Fukui, Shuhei Hakiri, Naoki Ozeki, Shunsuke Mori, Masaki Goto, Kensaku Mori, Kohei Yokoi
Journal of Thoracic Disease 2020年3月
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Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation, 査読有り
Chenglong Wang, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Alejandro F. Frangi, Kensaku Mori
Medical Image Analysis 2020年2月
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Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset 査読有り
Yuichiro Hayashi, Chen Shen, Holger R. Roth, Masahiro Oda, Kazunari Misawa, Masahiro Jinzaki, Masahiro Hashimoto, Kanako K. Kumamaru, Shigeki Aoki, Kensaku Mori
Proc. SPIE 2020年2月
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Improved visual SLAM for bronchoscope tracking and registration with pre-operative CT images 査読有り
Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
Proc. SPIE 2020年2月
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Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization 査読有り
Chen Shen, Chenglong Wang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
Proc. SPIE 2020年2月