山岸 陽助

論文

• Large language models for automated PRISMA 2020 adherence checking

  Yuki Kataoka, Ryuhei So, Masahiro Banno, Yasushi Tsujimoto, Tomohiro Takayama, Yosuke Yamagishi, Takahiro Tsuge, Norio Yamamoto, Chiaki Suda, Toshi A. Furukawa

  International Journal of Medical Informatics 219 106561-106561 2026年10月 査読有り
• Automated Classification of Normal and Atypical Mitotic Figures Using ConvNeXt V2: MIDOG 2025 Track 2

  Yosuke Yamagishi, Shouhei Hanaoka

  Mitotic Figure Detection and Atypia Classification in Whole Slide Images. MICCAI 2025. Lecture Notes in Computer Science, vol 16519. Springer, Cham. 75-83 2026年7月2日 査読有り筆頭著者
• Nationwide organ volume distributions and cross-sectional age-associated differences in abdominal CT from Japan

  Tomohiro Kikuchi, Kohei Yamamoto, Yosuke Yamagishi, Toshiaki Akashi, Shouhei Hanaoka, Takeharu Yoshikawa, Hiroyuki Fujii, Harushi Mori, Hisaki Makimoto, Takahide Kohro

  Japanese Journal of Radiology 2026年6月11日 査読有り
• TopBrain Segmentation Challenge for Whole Brain Vessel Anatomy

  Kaiyuan Yang, Pengcheng Shi, Houjing Huang, Fabio Musio, Hakim Baazaoui, Orhun Utku Aydin, Adam Hilbert, Rachika E. Hamadache, Cansu Yalcin, Minghui Zhang …

  2026年5月30日
• Age-related nonlinear trajectories of abdominal organ volumes on CT: a longitudinal study

  Yukihiro Nomura, Shouhei Hanaoka, Takahiro Nakao, Yosuke Yamagishi, Tomohiro Kikuchi, Yuki Sonoda, Soichiro Miki, Koji Oba, Takeharu Yoshikawa, Osamu Abe

  2026年5月8日
• Context-Aware Sentence Classification of Radiology Reports Using Synthetic Data: Development and Validation Study

  Tomohiro Kikuchi, Yosuke Yamagishi, Kohei Yamamoto, Toshiaki Akashi, Harushi Mori, Hisaki Makimoto, Takahide Kohro

  Journal of Medical Internet Research 2026年4月10日 査読有り
• ModernBERT is more efficient than conventional BERT for chest CT findings classification in Japanese radiology reports

  Yosuke Yamagishi, Tomohiro Kikuchi, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe

  Scientific Reports 2026年4月3日 査読有り筆頭著者責任著者
• AI achieves board-level performance on the Japan diagnostic radiology board examination through direct image interpretation

  Soichiro Miki, Yuichiro Hirano, Takahiro Nakao, Yosuke Yamagishi, Shouhei Hanaoka, Yukihiro Nomura, Akiyoshi Hamada, Noriko Kanemaru, Rintaro Miyo, Masumi Mizuki Takahashi …

  Japanese Journal of Radiology 2026年4月2日 査読有り
• Pixel Tampering: Does Face Redaction Harm Medical AI Performance?

  Eduardo M. J. M. Farina, Felipe A. Matsuoka, Gustavo Corradi, Yosuke Yamagishi, Masatoshi Abe, Maximilian Pfeiffer, Andrea S. Souza, Raquel Moreno, Ivanei Bramati, Fernanda Moll …

  Journal of Imaging Informatics in Medicine 2025年12月16日 査読有り
• PMC-Vid: A Large-Scale Biomedical Video Captioning Dataset

  Yosuke Yamagishi, Kuniaki Saito, Atsushi Hashimoto, Yoshitaka Ushiku

  Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops 1254-1264 2025年10月 査読有り筆頭著者
• Fine-tuning Large Language Models for Structured Extraction of Infectious Disease-related Information from Clinical Notes in Japanese Primary Care: Development and Validation Study (Preprint)

  Hiroshi Yoshihara, Haruka Maeda, Yuriko Hagiwara, Daichi Sato, Kei Kitajima, Akihiro Iwata, Nicolas Van de Velde, Yuta Nakamura, Yosuke Yamagishi, Ataru Igarashi

  JMIR Formative Research 2025年9月28日
• RadFig-VQA: A Multi-imaging-Modality Radiology Benchmark for Evaluating Vision-Language Models in Clinical Practice

  Yosuke Yamagishi, Shouhei Hanaoka, Yuta Nakamura, Tomohiro Kikuchi, Akinobu Shimizu, Takeharu Yoshikawa, Osamu Abe

  AI for Clinical Applications. Agentic AI CMLLMs CREATE 2025 2025 2025. Lecture Notes in Computer Science 229-238 2025年9月22日 査読有り筆頭著者責任著者
• Automating the data extraction process for systematic reviews using GPT-4o and o3

  Yuki Kataoka, Tomohiro Takayama, Keisuke Yoshimura, Ryuhei So, Yasushi Tsujimoto, Yosuke Yamagishi, Shiro Takagi, Yuki Furukawa, Masatsugu Sakata, Đorđe Bašić …

  Research Synthesis Methods 1-21 2025年9月17日 査読有り
• Assessing accuracy and legitimacy of multimodal large language models on Japan Diagnostic Radiology Board Examination

  Yuichiro Hirano, Soichiro Miki, Yosuke Yamagishi, Shouhei Hanaoka, Takahiro Nakao, Tomohiro Kikuchi, Yuta Nakamura, Yukihiro Nomura, Takeharu Yoshikawa, Osamu Abe

  Japanese Journal of Radiology 2025年9月12日 査読有り
• Development of a Large-Scale Dataset of Chest Computed Tomography Reports in Japanese and a High-Performance Finding Classification Model: Dataset Development and Validation Study

  Yosuke Yamagishi, Yuta Nakamura, Tomohiro Kikuchi, Yuki Sonoda, Hiroshi Hirakawa, Shintaro Kano, Satoshi Nakamura, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe

  JMIR Medical Informatics 13 e71137-e71137 2025年8月28日 査読有り筆頭著者責任著者
• A deep learning-based automated detection of mucus plugs in chest CT

  Yuki Sonoda, Kensuke Fukuda, Hirotaka Matsuzaki, Yosuke Yamagishi, Soichiro Miki, Yukihiro Nomura, Yu Mikami, Takeharu Yoshikawa, Shouhei Hanaoka, Hidenori Kage …

  ERJ Open Research 00377-2025 2025年8月7日 査読有り
• Development and evaluation of prompts for a large language model to screen titles and abstracts in a living systematic review

  Ava Homiar, James Thomas, Edoardo G Ostinelli, Jaycee Kennett, Claire Friedrich, Pim Cuijpers, Mathias Harrer, Stefan Leucht, Clara Miguel, Alessandro Rodolico …

  BMJ Mental Health 28(1) e301762-e301762 2025年7月22日 査読有り
• CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray

  Mingquan Lin, Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee, Pengyi Chen, Tianjie Dai, Yuexi Du, Nicha C. Dvornek …

  Medical Image Analysis 103739-103739 2025年7月 査読有り
• Few-Shot Learning for Prostate Cancer Detection on MRI: Comparative Analysis with Radiologists’ Performance

  Yosuke Yamagishi, Yasutaka Baba, Jun Suzuki, Yoshitaka Okada, Kent Kanao, Masafumi Oyama

  Journal of Imaging Informatics in Medicine 2025年6月25日 査読有り筆頭著者責任著者
• Enhanced axonal transport in large vertebrates: KIF5A adaptations in giraffes and pythons

  Taketoshi Kambara, Lu Rao, Yosuke Yamagishi, Kazuho Ikeda, Daisuke Taniguchi, Tsuyoshi Imasaki, Hideki Shigematsu, Naoki Sakai, Arne Gennerich, Ryo Nitta …

  2025年5月5日