Publication

2025年 †

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学術論文 - Journal †

[25-J005] Leo Uramoto, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori, ``Semantic segmentation dataset authoring with simplified labels,''International Journal of Computer Assisted Radiology and Surgery, (First online 05 April 2025) doi:10.1007/s11548-024-03314-9

[25-J004] Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori, ``Bidirectional teaching between lightweight multi-view networks for intestine segmentation from CT volume,'' Journal of Medical Imaging, Vol.12, No.2, 024003 (2025/03) doi.org/10.1117/1.JMI.12.2.024003

[25-J003] Sadayuki Ito, Hiroaki Nakashima, Naoki Segi, Jun Ouchida, Ippei Yamauchi, Takashi Hirai, Masahiro Oda, Kensaku Mori, Masashi Yamazaki, Toshitaka Yoshii, Shiro Imagama, ``Development of a YOLOv3-Based Model for Automated Detection of Thoracic Ossification of the Posterior Longitudinal Ligament and the Ligamentum Flavum on Plain Radiographs,'' Journal of Clinical Medicine, Vol.14, No.7, 2389 (2025/03) doi.org/10.3390/jcm14072389

[25-J002] Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hiroo Uchida, Akinari Hinoki, Kojiro Suzuki, Aitaro Takimoto, Masahiro Oda, Kensaku Mori, ``Multi-dimensional consistency learning between 2D Swin U-Net and 3D U-Net for intestine segmentation from CT volume,'' International Journal of Computer Assisted Radiology and Surgery, doi.org/10.1007/s11548-024-03252-6 (First online 22 February 2025)

[25-J001] Luyang Zhang, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori, ``Double-mix pseudo-label framework: enhancing semi-supervised segmentation on category-mbalanced CT volumes,'' International Journal of Computer Assisted Radiology and Surgery, (First online 11 February 2025) doi.org/10.1007/s11548-024-03281-1

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学会誌（解説記事） †

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社会貢献 †

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招待講演-Invited lecture †

[25-IL001] 小田 昌宏, 古川 亮, 森　健策, ``最新の研究動向2024 画像セグメンテーションとMICCAI総括,'' 医用画像研究会（MI), かがわ国際会議場,(2025/3/19)

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国際会議 - International Conference †

[25-I011] Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, and Kensaku Mori, ``Use of Distance Map Weights for Intestine segmentation from CT Volumes,''IFMIA2025, P-27, IF250117, かがわ国際会議場, (2025/3/21)

[25-I010] Chuanyu Qi, Cheng Wang, Masahiro Oda, Kensaku Mori, ``RLHF-based Q&A Pairs generation from Finding Texts of Abdominal CT images for Fine-Tuning of Medical Large Multimodal Models,'' IFMIA2025, P-100, IF250083, かがわ国際会議場, (2025/3/21)

[25-I009] Rintaro Miyazaki, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori, ``Modeling of Fat Tissue Using Textured Transparent Particles for Laparoscopic Surgery Simulations,'' IFMIA2025, P-85, IF250031, かがわ国際会議場, (2025/3/21)

[25-I008] Luyang Zhang, Masahiro Oda, Kensaku Mori, ``SemiOrth?: A novel orthogonal dual network architecture for enhanced semi-supervised medical image segmentation,''SPIE Medical Imaging 2025, Town and County Resort, San Diego, USA, 2025/2/16-2025/2/20,(2025/02/19)

[25-I007] Zhongyang Lu, Tao Hu, Masahiro Oda, Yuichiro Hayashi, Takeyuki Watadani, Kensaku Mori, ``WPDM: Enhancing subarachnoid hemorrhage CT detection with Worley-Perlin noise diffusion on imbalanced data,'' SPIE Medical Imaging 2025, Paper 13407-47, Town and County Resort, San Diego, USA, 2025/2/16-2025/2/20,(2025/02/20)

[25-I006] Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Shuntaro Kawamura, Takanori Takebe, Kensaku Mori, ``Prior knowledge-based blood vessel simulation and thrombus visualization using confocal laser scanning microscopic images,'' SPIE Medical Imaging 2025, Paper 13410-23, Town and County Resort, San Diego, USA, 2025/2/16-2025/2/20,(2025/02/19)

[25-I005] Yuxuan Feng, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Akihiro Yasui, ``Automated skill evaluation method for surgical images using optical flow and attention mechanism,'' SPIE Medical Imaging 2025, Paper 13408-28, Town and County Resort, San Diego, USA, 2025/2/16-2025/2/20,(2025/02/19)

[25-I004] Guotai Dong, Masahiro Oda, Yuichiro Hayashi, Kensaku Mori, Kazunari Misawa, ``Uncertainty-aware semi-supervised learning for enhanced multi-organ segmentation in CT volumes,'' SPIE Medical Imaging 2025, Paper 13406-76, Town and County Resort, San Diego, USA, 2025/2/16-2025/2/20,(2025/02/19)

[25-I003] Keigo Enomoto, Yuichiro Hayashi, Kazunari Misawa, Takayuki Kitasaka, Masahiro Oda, Kensaku Mori, ``Estimation of hidden blood vessel locations in laparoscopic videos by combining preoperative and intraoperative information,'' SPIE Medical Imaging 2025, Paper 13408-62, Town and County Resort, San Diego, USA, 2025/2/16-2025/2/20,(2025/02/17)

[25-I002] Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Wataru Sako, Kei-ichi Ishikawa, Shigeki Aoki, Kensaku Mori, ``Content-consistent adaptation network for substantia nigra segmentation in cross-modalities and -datasets scenarios without retraining, '' SPIE Medical Imaging 2025, Paper 13406-114, Town and County Resort, San Diego, USA, 2025/2/16-2025/2/20,(2025/02/19)

[25-I001] Guannan Yao, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori,``Enhanced sequential picking strategy with hyperparameter optimization for efficient surgical phase recognition,'' SPIE Medical Imaging 2025, Paper 13408-25, Town and County Resort, San Diego, USA, 2025/2/16-2025/2/20,(2025/02/19)

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研究会 - Workshop †

[25-W001] 小野坂 捺, 伊東 隼人, 小田 昌宏, 三澤 将史, 森　悠一, 工藤 進英 森 健策, ``深層学習を用いた大腸内視鏡運動推定の定量評価,''　 電子情報通信学会技術研究報告(MI), 信学技報, vol. 123, no. 448, MI2024-72, pp. 94-97, かがわ国際会議場, （2025/3/19)

[25-W002] Guotai Dong, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori, ``An Investigation of Labeled Data Ratio in Uncertainty-Aware Semi-Supervised Learning for Multi-Organ Segmentation,''　 電子情報通信学会技術研究報告(MI), 信学技報, vol. 124, no. 448, MI2024-51, pp.17-20,　かがわ国際会議場, (2025/3/19)

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学会全国大会 - Annual Meeting †

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学会支部大会 - Branch Meeting †

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arXiv †

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Book chapter †

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特許 †

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その他 - Others †

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Access †

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