Backup of Publication/2025(No. 26) - Mori Laboratory, Nagoya University

[ Front page ] [ New | List of pages | Search | Recent changes | Help ]

2025年 †

学術論文 - Journal †

[25-J009] Rintaro Miyazaki, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori, ``GPU-accelerated deformation mapping in hybrid organ models for real-time simulation,''International Journal of Computer Assisted Radiology and Surgery, (First online 07 July 2025) doi:10.1007/s11548-025-03377-2

[25-J008] Hironari Shiwaku, Masashi Misawa, Haruhiro Inoue, Kai Jiang, Masahiro Oda, Pietro Familiari, Guido Costamagna, Yuto Shimamura, Yuichiro Ikebuchi, Yugo Iwaya, Masaki Ominami, Bu'Hussain Hayee, Khek-Yu Ho, Jimmy B Y So, Hein Myat Thu Htet, Pradeep Bhandari, Kevin Grimes, Helmut Messmann, Bianca Maria Quarta Colosso, Roberta Maselli, Cesare Hassan, Alessandro Repici, Stavros N Stavropoulos, Norio Fukami, Robert Bechara, Michel Kahaleh, Amrita Sethi, Torsten Beyna, Horst Neuhaus, Philip W Y Chiu, Esperanza Grace Santi, Prateek Sharma, Nikolas Eleftheriadis, Hitomi Minami, Gregory Haber, Peter V Draganov, Stefan Seewald, Akio Shiwaku, Yoshiyuki Shiwaku, Kensaku Mori, Shin-Ei Kudo, Suguru Hasegawa, ``Computer-aided detection for esophageal achalasia (with video),'' Digestive Endoscopy, (First online 12 June 2025) doi: 10.1111/den.15028

[25-J007] 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-J006] 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-J005] 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-J004] Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori, ``Enhanced self-supervised monocular depth estimation with self-attention and joint depth-pose loss for laparoscopic images,'' International Journal of Computer Assisted Radiology and Surgery, doi.org/10.1007/s11548-025-03332-1 (First online 28 February 2025)

[25-J003] 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-J002] Kominami, T, Ueno, S, Ota, J, Inooka, T, Oda, M, Mori, K, Nishiguchi, KM, ``Classification of fundus autofluorescence images based on macular function in retinitis pigmentosa using convolutional neural networks,'' JAPANESE JOURNAL OF OPHTHALMOLOGY, Vol.69, Issue 2, pp. 236-244, doi.org/10.1007/s10384-025-01163-w (2025/02/18)

[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

↑

学会誌（解説記事） †

[25-M003] 小田昌宏, ``基盤モデルの現状と将来展望,'' 月刊インナービジョン2025年7月号, Vol.40, No.7, pp.54-57 (2025/06/25)

[25-M002] 小田昌宏, 魯仲陽, 森健策, ``Diffusion Modelの医用画像処理への応用と実装,'' Medical Imaging Technology, 43巻, 2号, pp.46-51 (2025/06/21) doi: 10.11409/mit.43.46

[25-M001] 森健策, ``人工知能（AI）の最新動向・AI分野における最新動向," 月刊インナービジョン2025年2月号 (2025/1/25)

↑

社会貢献 †

↑

招待講演-Invited lecture †

[25-IL005] 森健策,``AIによる医用画像診断支援機器の社会実装に向けて -内視鏡映像自動診断装置の開発と今後の展望-,'' 「画像診断支援AIシステムの開発」セミナー, EPOC/CPOTセミナー, オンライン,(2025/6/25)

[25-IL004] 森健策, ``生体医工学分野における信頼されるAI,'' 第64回日本生体医工学会大会, OS2-3-1-1, フェニックスプラザ, 福井市（2025/6/6）

[25-IL003] 森健策, 淺間一, 中島義和, "生成 AI をはじめとしたAI による社会変容とリスクマネジメントに関する調査研究," 一般財団法人新技術振興渡辺記念会報告会, 法曹会館 (2025/4/25)

[25-IL002] 小田昌宏, ``Development and future prospects of public AI models using JOI Registry,'' 第129回日本眼科学会総会, 東京国際フォーラム (2025/4/19)

[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)

↑

国際会議 - International Conference †

[24-I025] M. Oda, Y. Hayashi, Y. Otake, M. Hashimoto, T. Akashi, S. Aoki, K. Mori,``Left-Right Relationship-Aware 3D Volume Classification Method ,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [PO-25-00071] , Langenbeck-Virchow-Haus, Berlin, Germany (2025/6/19)

[24-I024] M. Oda, C. Wang, S. Kawamura, T. Takebe, K. Mori, ``Preliminary Study on Report Generation of Thrombosis Formation Study from Confocal Laser Scanning Microscopy Images,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [PO-117] , angenbeck-Virchow-Haus, Berlin, Germany (2025/6/19)

[24-I023] M. Oda, C. Wang, S. Kawamura, T. Takebe, K. Mori, ``Fine-tuning Foundation Monocular Relative Depth Estimation Model to Metric Depth Estimation Model by Low-rank Adaptation for Colonoscopic Video,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [PO-118] , Langenbeck-Virchow-Haus, Berlin, Germany (2025/6/19)

[24-I022] D. Matsumoto, T. Kikuchi, K. Yamamoto, R. Oishi, Y. Kondo, Y. Yamagishi, S. Hanaoka, T. Yoshikawa, T. Hu, M. Oda, K. Mori, Y. Nomura, T. Kohro, H. Mori, ``Feasibility of using Segment Anything Model 2-generated labels for mediastinal lymph node segmentation model development,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [PO-37] , Langenbeck-Virchow-Haus, Berlin, Germany (2025/6/19)

[24-I021] N. Onozaka, H. Itoh, M. Oda, M. Misawa, Y. Mori, S. E. Kudo, K. Mori, ``Colonoscope Motion Estimation with a pretrained Depth-Estimation Model Toward Colon 3D Reconstruction,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [LE-113] , Langenbeck-Virchow-Haus, Berlin, Germany (2025/6/19)

[24-I020] K. Nguyen, C. Wang, M. Oda, K. Mori, `` Automated findings report generation using VLM from longitudinal 3D CT volumes,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [LE-26] , Langenbeck-Virchow-Haus, Berlin, Germany (2025/6/19)

[24-I019] Z. Shi, Y. Heng, C. Wang, M. Oda, K. Mori, ``Automated generation of Japanese medical reports from 3D abdominal CT volumes,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [LE-73] , Langenbeck-Virchow-Haus, Berlin, Germany (2025/6/19)

[24-I018] Y. Heng, K. Mori, C. Wang, M. Oda, K. Katayama, ``Rheumatoid Arthritis Detection from Hand X-Ray Images Using ResNet? and Spatial Attention Mechanisms,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [LE-25-00121] , Langenbeck-Virchow-Haus, Berlin, Germany (2025/6/18)

[24-I017] Z. Lu, T. Hu, M. Oda, Y. Fuse, R. Saito, M. Jinzaki, K. Mori, ``Synthetic Data Generation with Worley-Perlin Diffusion for Robust Subarachnoid Hemorrhage Detection in Imbalanced CT Datasets,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [LE-25-00134] , Langenbeck-Virchow-Haus, Berlin, Germany (2025/6/18)

[24-I016] R. Miyazaki, Y. Hayashi, M. Oda, K. Misawa, K. Mori, ``Simulation of Multi-organ Deformation Using Octree Cube Structures and Textured Transparent Particles for Laparoscopic Cholecystectomy,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [LE-78], Langenbeck-Virchow-Haus, Berlin, Germany (2025/6/19)

[24-I015] Y. Feng, Y. Heng, Y. Hayashi, M. Oda, T. Kitasaka, A. Yasui, C. Shiroda, H. Uchida, K. Mori, ``Automated skill evaluation method for robotic surgery kinematic data utilizing segmented convolution neural network,'' CARS 2025 Computer Assisted Radiology and Surgery 39th International Congress and Exhibition, June 17 - 20, 2025, [LE-116], Lagenbeck-Virchow-Haus, Berlin, Germany (2025/6/19)

[24-I014] X. Zhao, Y. Hayashi, M. Oda, T. Kitasaka, K. Mori, ``Diffusion-Driven Distillation and Contrastive Semantic Segmentation for Class-Incremental Learning of Laparoscopic Images,'' IPCAI 2025 - 16th International Conference on Information Processing in Computer-Assisted Interventions, June 17 - 18, 2025, [IPCAI-111], Lagenbeck-Virchow-Haus, Berlin, Germany (2025/6/18)

[25-I013] Yuta Ueno, Oda Masahiro, Maehara Hiroki, Ito Yoshikazu, Yamaguchi Takefumi, Kitaguchi Yoshiyuki, Miyazaki Dai, Chikama Taiichiro, Nejima Ryohei, Mori Kensaku, Oshika Tetsuro, ``AI automatic classification of corneal color images captured by autorefractometer,'' The 6th Annual Meeting of the Japanese Society of Artificial Intelligence in Ophthalmology (JSAIO), SY4-2, コンゴレスクエアグラングリーン大阪, 2025/6/27-2025/6/28,(2025/06/28)

[25-I012] Hiroki Maehara, Yuta Ueno, Masahiro Oda, Yoshikazu Ito, Yoshiyuki Kitaguchi, Dai Miyazaki, Taiichiro Chikama, Ryohei Nejima, Kensaku Mori, Takefumi Yamaguchi, Tetsuro Oshika, ``Performance comparison of YOLOv5 and YOLOX in AI classification of 9 anterior corneal diseases,'' The 6th Annual Meeting of the Japanese Society of Artificial Intelligence in Ophthalmology (JSAIO), O1-1, コンゴレスクエアグラングリーン大阪, 2025/6/27-2025/6/28,(2025/06/27)

[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, Chiyoe Shirota, Hiroo Uchida, Kensaku Mori, ``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)

↑

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)

↑