Researchers

NAGAOKA Takashi

NAGAOKA Takashi
Associate Professor
Faculty Department of Computational Systems Biology / Graduate School of Biology-Oriented Science and Technology
Researchmap https://researchmap.jp/nagabu

Education and Career

Education

  • 1996/04 - 2000/03 , Waseda University, School of Science and Engineering,
  • 2000/04 - 2002/03 , Waseda University, Graduate School of Science and Engineering,
  • 2002/04 - 2005/03 , Waseda University, Graduate School of Science and Engineering,

Academic & Professional Experience

  • Apr. 2023 - Today , Kindai University Faculty of Biology-Oriented Science and Technology Department of Computational Systems Biology Associate Professor
  • Apr. 2015 - Mar. 2023 , Kindai University Faculty of Biology-Oriented Science and Technology, Department of Computational Systems Biology 講師
  • Apr. 2009 - Mar. 2015 , Waseda University Faculty of Science and Engineering 次席研究員
  • Apr. 2006 - Mar. 2009 , 県立静岡がんセンター 研究所 任期付研究員
  • Apr. 2003 - Mar. 2006 , Waseda University School of Science and Engineering 助手

Research Activities

Research Areas

  • Life sciences, Dermatology
  • Life sciences, Medical systems
  • Life sciences, Digestive surgery
  • Life sciences, Biomaterials
  • Life sciences, Biomedical engineering

Research Interests

メラノーマ, ハイパースペクトラルイメージング, 表在性腫瘍, 無侵襲計測, 生体情報・計測, 眼底, 応用分光学, 医療機器開発, 内視鏡, 検査・診断システム, 医用・生体画像

Published Papers

  1. II-27 Enhancing Melanoma Diagnosis: Integration of Zero‐Shot and Few‐Shot Learning With Large Language Models
    Takashi Nagaoka
    Skin Research and Technology  30  (9)  23, Sep. 2024  , Refereed
  2. II-26 Unsupervised Feature Extraction for Various Computer-Aided Diagnosis Using Multiple Convolutional Autoencoders and 2.5-Dimensional Local Image Analysis
    Mitsutaka Nemoto; Kazuyuki Ushifusa; Yuichi Kimura; Takashi Nagaoka; Takahiro Yamada; Takeharu Yoshikawa
    Applied Sciences  13  (14)  , 8330-8330, 19, Jul. 2023 
  3. II-25 Automatic detection of primary and metastatic lesions on cervicothoracic region and whole-body bone using a uniform machine-learnable approach for [18F]-FDG-PET/CT image analysis.
    Mitsutaka Nemoto; Atsuko Tanaka; Hayato Kaida; Yuichi Kimura; Takashi Nagaoka; Takahiro Yamada; Kohei Hanaoka; Kazuhiro Kitajima; Tatsuya Tsuchitani; Kazunari Ishii
    Physics in medicine and biology  67  (19)  12, Sep. 2022  , Refereed

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Books etc

  1. I-1 生命・医療・福祉ハンドブック , 早稲田大学生命; 生体; 福祉研究所 , 眼圧計, カプセル型内視鏡, 超音波診断, 超音波破砕, 放射線治療 , 眼圧計, カプセル型内視鏡, 超音波診断, 超音波破砕, 放射線治療 , コロナ社 , Feb. 2007

Conference Activities & Talks

  1. (067) DP ハイパースペクトラルデータを用いた化粧品塗布肌の定量評価 , 森田泰知; 根本充貴; 木村裕一; 永岡 隆 , 生体医工学シンポジウム2024 , 14, Sep. 2024
  2. (034) IP Development of an Automated Melanoma Diagnosis System Using a Large-Scale Language Model , Takashi Nagaoka , 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Florida, USA , 19, Jul. 2024
  3. (033) IP Improving diagnostic performance of an automated melanoma diagnostic system using fast style transfer data augmentation , Takashi Nagaoka; Mitsutaka Nemoto; Yuichi Kimura , 9th European Medical and Biological Engineering Conference , 12, Jun. 2024

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MISC

  1. 生体医工学サマースクール2022実施報告 , 坪子 侑佑; 木村 雄亮; 長嶋 耕平; 桑名 健太; 土井根 礼音; 前田 祐佳; 黒田 嘉宏; 永岡 隆; 荒船 龍彦 , 生体医工学 , 60 , 4-5 , 126 , 129 , 10, Sep. 2022
  2. 生体医工学サマースクール2021実施報告 , 桑名 健太; 木村 雄亮; 佐藤 裕一; 坪子 侑佑; 土井根 礼音; 前田 祐佳; 黒田 嘉宏; 永岡 隆; 西川 拓也; 朔 啓太; 荒船 龍彦 , 生体医工学 , 59 , 6 , 185 , 187 , 10, Dec. 2021
  3. 第4回Young Investigator's Awardの報告 , 辛川 領; 前田 祐佳; 西川 拓也; 木阪 智彦; 坪子 侑佑; 木村 雄亮; 朔 啓太; 塩澤 成弘; 永岡 隆; 黒田 嘉宏; 荒船 龍彦 , 生体医工学 , 59 , 4-5 , 127 , 130 , 10, Sep. 2021

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Patents

  1. 化粧品の皮膚に対する美容効果を評価するための方法 , 戸塚 広乃, ウンスク・キム, ドミニク・バティス, クリストフ・アジュール, 宗田 孝之, 永岡 隆 , 特許6437466
  2. メラノーマ鑑別指標の導出方法 , 宗田 孝之, 會沢 勝夫, 大坪 真也, 永岡 隆, 清原 祥夫 , 特許第5565765号
  3. 睡眠時無呼吸判定装置 , 倉橋 宗重, 小林 尚史, 武田 朴, 永岡 隆, 阿部 直, 浦野 哲哉, 青木 琢也, 辻 千鶴子

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Awards & Honors

  1. Feb. 2024, SPIE, Honorable Mention Poster Award
  2. Jun. 2022, 日本生体医工学会, 臨床工学技士研究発表 奨励賞
  3. Jun. 2019, 日本生体医工学会, Young Investigator's Award

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Research Grants & Projects

  1. Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), 深層学習によるメラノーマの自動診断システムの開発 , Kindai University
  2. Kindai University, All-Kindai University support project against COVID-19, Practical clinical development of AI-based coronavirus pneumonia diagnosis support system (KindAI COVID19)
  3. Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Development and application of multi-purpose cancer diagnosis system using hyper spectral imaging technique , 早稲田大学

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