Nomura Yukihiro

ノムラユキヒロ | Nomura Yukihiro

Affiliation and department：
Other affiliations (1)：

Research field (1)： Medical systems

Research theme for competitive and other funds (9)：

2024 - 2029 Creation of ultrasound pathology based on biological wave physical properties
2023 - 2027 Development of LPRD diagnosis support system using artificial intelligence
2023 - 2026 Non-invasive quantitative evaluation of liver diseases using comprehensive biophysical properties database as basis for ultrasound pathology
2023 - 2026 Development of a BERT Fine-Tuning Model Specialized in Diagnosis.
2023 - 2026 Non-invasive quantitative evaluation of liver diseases using comprehensive biophysical properties database as basis for ultrasound pathology

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Papers (88)：

Aiki Yamada, Shouhei Hanaoka, Tomomi Takenaga, Soichiro Miki, Takeharu Yoshikawa, Yukihiro Nomura. Investigation of distributed learning for automated lesion detection in head MR images. Radiological physics and technology. 2024. 17. 3. 725-738
Shouhei Hanaoka, Yukihiro Nomura, Takeharu Yoshikawa, Takahiro Nakao, Tomomi Takenaga, Hirotaka Matsuzaki, Nobutake Yamamichi, Osamu Abe. Detection of pulmonary nodules in chest radiographs: novel cost function for effective network training with purely synthesized datasets. International Journal of Computer Assisted Radiology and Surgery. 2024
Yuichiro Hirano, Shouhei Hanaoka, Takahiro Nakao, Soichiro Miki, Tomohiro Kikuchi, Yuta Nakamura, Yukihiro Nomura, Takeharu Yoshikawa, Osamu Abe. No improvement found with GPT-4o: results of additional experiments in the Japan Diagnostic Radiology Board Examination. Japanese Journal of Radiology. 2024
Yuichiro Hirano, Shouhei Hanaoka, Takahiro Nakao, Soichiro Miki, Tomohiro Kikuchi, Yuta Nakamura, Yukihiro Nomura, Takeharu Yoshikawa, Osamu Abe. GPT-4 Turbo with Vision fails to outperform text-only GPT-4 Turbo in the Japan Diagnostic Radiology Board Examination. Japanese Journal of Radiology. 2024. 42. 8. 918-926
Masayoshi Shinozaki, Daiki Saito, Keisuke Tomita, Taka-aki Nakada, Yukihiro Nomura, Toshiya Nakaguchi. Usability evaluation of a glove-type wearable device for efficient biometric collection during triage. Scientific Reports. 2024. 14. 1

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MISC (38)：

藤江舞, 梅津泉梨, 對田尚, 松村倫明, 野村行弘, 加藤順, 中口俊哉. 上部消化管内視鏡動画解析による自動診療報酬算定システムの開発. Gastroenterological Endoscopy. 2022. 64. Suppl.2. 2148-2148
野村行弘. 【胸部の最新画像情報2022】肺癌画像診断におけるAI活用. 臨床放射線. 2022. 67. 1. 11-17
M Takahashi, T Takenaga, Y Nomura, S Hanaoka, M Nemoto, T Yoshikawa, N Hayashi, S Abe. A preliminary study on creating a ground-truth image for deep learning-based body fat segmentation in MRI using multi-atlas segmentation. International Journal of Computer Assisted Radiology and Surgery. 2020. 15. S1. 205-206
野村行弘, 三木聡一郎, 林直人, 花岡昇平, 吉川健啓, 増谷佳孝, 阿部修. 新たなwebベースの統合的CAD開発プラットフォームの構築. 電子情報通信学会技術研究報告. 2019. 118. 412(MI2018 59-115)(Web)
粟井和夫, 檜垣徹, 中村優子, 成田圭吾, 寺田大晃, 福本航, 坂根寛晃, 野村行弘. シリーズ新潮流 Vol.9-The Next Step of Imaging Technology 人工知能で医療は変わるのか-加速する医療分野のAI開発の現在と未来臨床におけるAI活用の現状と展望 1.画像診断支援のためのAIの活用. Innervision. 2018. 33. 7. 50-54

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Lectures and oral presentations (139)：

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Professional career (1)：

Work history (3)：

2021/07 - 現在 Chiba University
2019/05 - 2021/06 The University of Tokyo Faculty of Medicine University Hospital
2006/04 - 2019/04 The University of Tokyo Faculty of Medicine University Hospital

Awards (2)：

2020/05 - Japan Radiological Society JJR best paper award Can the spherical gold standards be used as an alternative to painted gold standards for the computerized detection of lesions using voxel-based classification?
2015/11 - 日本医用画像工学会 MIT誌論文賞遠隔読影環境における多施設連携型CAD開発、実運用、および継続的性能改善

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