Rchr
J-GLOBAL ID：201901014679547174
Update date: Nov. 21, 2024
Akashi Toshiaki
Akashi Toshiaki
Affiliation and department：
Research field (1)：
Radiology
Research theme for competitive and other funds (2)：
- 2022 - 2025 自然言語処理を用いた画像診断レポートのビッグデータ疾患サーベイランス実証研究
- 2022 - 2025 Development of a diagnostic imaging system with abnormality detection by learning "normality" and a " instructive" structure.
Papers (133)：
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Akihiko Wada, Toshiaki Akashi, George Shih, Akifumi Hagiwara, Mitsuo Nishizawa, Yayoi Hayakawa, Junko Kikuta, Keigo Shimoji, Katsuhiro Sano, Koji Kamagata, et al. Optimizing GPT-4 Turbo Diagnostic Accuracy in Neuroradiology through Prompt Engineering and Confidence Thresholds. Diagnostics. 2024. 14. 14. 1541-1541
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Akihiko Wada, Toshiya Akatsu, Yutaka Ikenouchi, Michimasa Suzuki, Toshiaki Akashi, Akifumi Hagiwara, Mitsuo Nishizawa, Katsuhiro Sano, Koji Kamagata, Shigeki Aoki. Synthesizing 4D Magnetic Resonance Angiography From 3D Time-of-Flight Using Deep Learning: A Feasibility Study. Cureus. 2024. 16. 5. e60803
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Rukeye Tuerxun, Koji Kamagata, Yuya Saito, Christina Andica, Kaito Takabayashi, Wataru Uchida, Seina Yoshida, Junko Kikuta, Hiroki Tabata, Hitoshi Naito, et al. Assessing interstitial fluid dynamics in type 2 diabetes mellitus and prediabetes cases through diffusion tensor imaging analysis along the perivascular space. Frontiers in Aging Neuroscience. 2024. 16
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Mizuho Nishio, Takaaki Matsunaga, Hidetoshi Matsuo, Munenobu Nogami, Yasuhisa Kurata, Koji Fujimoto, Osamu Sugiyama, Toshiaki Akashi, Shigeki Aoki, Takamichi Murakami. Fully automatic summarization of radiology reports using natural language processing with large language models. Informatics in Medicine Unlocked. 2024. 46. 101465-101465
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Akifumi Hagiwara, Yuji Tomizawa, Yasunobu Hoshino, Kazumasa Yokoyama, Koji Kamagata, Towa Sekine, Kaito Takabayashi, Moto Nakaya, Tomoko Maekawa, Toshiaki Akashi, et al. Glymphatic System Dysfunction in Myelin Oligodendrocyte Glycoprotein Immunoglobulin G Antibody-Associated Disorders: Association with Clinical Disability. AJNR. American journal of neuroradiology. 2023. 45. 1. 66-71
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MISC (36)：
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明石敏昭, 青木茂樹, 待鳥詔洋. AIによる画像診断の現状とこれから. 日本内科学会雑誌. 2022. 111
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明石敏昭, 待鳥詔洋, 青木茂樹. Artificial intelligence for internal medicine; 2) Present and future of AI-aided radiological diagnosis. 日本内科学会雑誌. 2022. 111. 9
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斎藤勇哉, 鎌形康司, アンディカ クリスティナ, 内田航, 高林海斗, 大脇万奈, 萩原彰文, 藤田翔平, 明石敏昭, 和田昭彦, et al. MRIと機械学習を用いた大脳皮質基底核症候群および進行性核上性麻痺の分類. 日本脳神経CI学会総会プログラム・抄録集. 2022. 45th
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藤田翔平, 藤田翔平, 大塚裕次朗, 大塚裕次朗, 萩原彰文, 萩原彰文, 堀正明, 竹井直行, HWANG Ken-Ping, 入江隆介, et al. Development of a Deep Learning Algorithm to Generate MR Angiography from 3D Quantitative Synthetic MR Imaging [Proceedings of the 2019 Young Investigator Award]. 日本磁気共鳴医学会雑誌. 2022. 42. 1
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鎌形康司, 高林海斗, 斎藤勇哉, 田岡俊昭, 野崎隼杜, アンディカ クリスティナ, 和田昭彦, 明石敏昭, 菊田潤子, 長縄慎二, et al. 拡散MRIによるグリンパティックシステム機能指標と脳脊髄液Aβ及び脳糖代謝能との関連. 日本神経放射線学会プログラム・抄録集. 2022. 51st
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