Publication

2024年 †

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学術論文 - Journal †

[24-J005] Yuzhang Liu, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori,``YOLOv7-RepFPN: Improving real-time performance of laparoscopic tool detection on embedded systems,''Healthcare Technology Letters, (First online 23 January 2024) doi.org/10.1049/htl2.12072

[24-J004] Akihiro Maehigashi, Kazuhisa Miwa, Masahiro Oda, Yoshihiko Nakamura, Kensaku Mori, Tsuyoshi Igami, ``Use of 3D-printed model of liver by experts and novices,'' Current Psychology (2024/02) doi: 10.1007/s12144-024-05676-4

[24-J003] Yuta Ueno, Masahiro Oda, Takefumi Yamaguchi, Hideki Fukuoka, Ryohei Nejima, Yoshiyuki Kitaguchi, Masahiro Miyake, Masato Akiyama, Kazunori Miyata, Kenji Kashiwagi, Naoyuki Maeda, Jun Shimazaki, Hisashi Noma, Kensaku Mori, Tetsuro Oshika, ``Deep learning model for extensive smartphone-based diagnosis and triage of cataracts and multiple corneal diseases,'' British Journal of Ophthalmology (First online 19 January 2024) (2024/01) doi: 10.1136/bjo-2023-324488

[24-J002] Luyang Zhang, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori, ``Towards better laparoscopic video segmentation: A class-wise contrastive learning approach with multi-scale feature extraction,'' Healthcare Technology Letters (First online 13 January 2024) (2024/01) doi: 10.1049/htl2.12069

[24-J001] Zhou Zheng, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori, ``Revisiting instrument segmentation: Learning from decentralized surgical sequences with various imperfect annotations,'' Healthcare Technology Letters (First online 08 January 2024) (2024/01) doi: 10.1049/htl2.12068

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学会誌（解説記事） †

[24-M002] 小田 昌宏, ``生成AIがもたらす医用画像処理の変革,'' 医用画像情報学会雑誌, 41巻, 1号, pp.10-14 (2024/03/22)

[24-M001] 森 健策,``画像情報学の立場からみた脳神経内科とSociet 5.0,'' 脳神経内科, Vol.100, No.2, pp.176-182, (2024/2/25)

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社会貢献 †

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招待講演-Invited lecture †

[24-IL004] 小田昌宏,``眼底画像からの性別推定AIモデルの使用法,'' JOIR第2回データ利活用セミナー, オンライン (2024/3/21)

[24-IL003] 小田昌宏, 音丸 格, 古川 亮, 森 健策, ``最新の研究動向2023 画像セグメンテーションとMICCAI総括,'' 電子情報通信学会 医用画像研究会, 沖縄県青年会館 (会期：2024年3月3日-3月4日) (2024/3/3)

[24-IL002] Masahiro Oda, ``Impact of Generative AI in Medical Image Processing,'' The Twelfth International Workshop on Image Media Quality and its Applications (IMQA 2024), Osaka University Nakanoshima Center (会期：2024年2月27日-2月28日) (2024/2/28)

[24-IL001] 森 健策, ``医療とAI　-現状と展望-,''偕行会透析セミナー, メルパルク名古屋 (2024/2/25)

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国際会議 - International Conference †

[24-I006] Ryo Toda, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori, ``Performance improvement for medical image classification model by using gradient-based analytical feature selection,'' Prc.SPIE 12927,12927-85, SPIE Medical Imaging 2024 , San Diego, USA, 2024/02/18-2024/02/22, (2024/2/19)

[24-I005] Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Aitaro Takimoto, Masahiro Oda, Kensaku Mori, ``Intestine segmentation from CT volume based on bidirectional teaching,'' Proc.SPIE 12926, 2926-32, SPIE Medical Imaging 2024 , San Diego, USA, 2024/02/18-2024/02/22, (2024/2/21)

[24-I004] Yaqi Yang, Chen Shen, Yucheng Tang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori, ``Continued pretraining for enhanced multi-organ segmentation from CT images,'' Proc.SPIE 12926,12926-20, SPIE Medical Imaging 2024 , San Diego, USA, 2024/02/18-2024/02/22, (2024/2/20)

[24-I003] Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Wataru Sako, Kei-ichi Ishikawa, Shigeki Aoki, Kensaku Mori, ``Boosting substantia nigra segmentation from T2 weighted MRI via test-time normalization and distance-reweighted loss,'' Proc.SPIE 12927,12927-21, SPIE Medical Imaging 2024 , San Diego, USA, 2024/02/18-2024/02/22, (2024/2/20)

[24-I002] Rintaro Miyazaki, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori, ``Adaptive octree cube refinement depending on grasping position for deformable organ models,'' Proc.SPIE 12927,12927-21, SPIE Medical Imaging 2024 , San Diego, USA, 2024/02/18-2024/02/22, (2024/2/19)

[24-I001] Cheng Wang, Yunheng Wu, Yuichiro Hayashi, Masahiro Oda, Shuntaro Kawamura, Takanori Takebe, Kensaku Mori, ``Anatomical structure-constrained thrombosis region segmentation and measurement using confocal laser scanning microscopic images,'' Proc.SPIE 12930,12930-15, SPIE Medical Imaging 2024 , San Diego, USA, 2024/02/18-2024/02/22, (2024/2/20)

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研究会 - Workshop †

[24-W006] 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, ``教師なしモデルベース深度推定を利用した大腸の3次元形状復元,'' 電子情報通信学会技術研究報告(MI), 信学技報, vol.123, no. 411, MI2023-60, pp. 87-90, 沖縄県青年会館,(2024/3/3)

[24-W005] 小田 昌宏, 音丸 格, 古川 亮, 森 健策, ``最新の研究動向2023 画像セグメンテーションとMICCAI総括,'' 電子情報通信学会技術研究報告(MI), 信学技報, vol.123, no. 411, MI2023-46, pp. 45-49, 沖縄県青年会館,(2024/3/3)

[24-W004] 深井 大輔, 小田 紘久, 林 雄一郎, 鄭 通, 中村 彰太, 小田 昌宏, 森 健策, ``面状構造強調に基づく2D U-Netを用いた肺マイクロCT像からの肺胞セグメンテーション,'' 電子情報通信学会技術研究報告(MI), 信学技報, vol.123, no. 411, MI2023-76, pp. 145-148, 沖縄県青年会館,(2024/3/4)

[24-W003] 大野 真奈, 申 忱, Holger R. Roth, 小田 昌宏, 林 雄一郎, 三澤 一成, 森 健策, ``血管強調画像とAutoMLを用いた腹部CT像からの多臓器領域抽出,'' 電子情報通信学会技術研究報告(MI), 信学技報, vol.123, no. 411, MI2023-78, pp. 152-155, 沖縄県青年会館,(2024/3/4)

[24-W002] Yaqi Yang, Chen Shen, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori, ``Multi-organ Segmentation from Abdominal CT Volumes based on Self-supervised Learning Method,'' 電子情報通信学会技術研究報告(MI), 信学技報, vol.123, no. 411, MI2023-71, pp. 127-130, 沖縄県青年会館,(2024/3/4)

[24-W001] 楊 天予, 小田 昌宏, 鄭 通, 林 雄一郎, 森 健策, ``不確実性を用いた胸部CT画像からのCOVID-19病変セグメンテーション手法,'' 電子情報通信学会技術研究報告(MI), 信学技報, vol.123, no. 411, MI2023-74, pp. 137-140, 沖縄県青年会館, (2024/3/4)

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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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