Affiliation |
Faculty of Engineering, Division of Intelligent Systems Engineering |
Job Title |
Associate Professor |
Research Fields, Keywords |
Human sensing, Human Informatics, Biological system engineering, Medical ICT, Machine learning |
YNU Research Center |
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Related SDGs |
SUGIMOTO Chika
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The Best Research Achievement in Research Career 【 display / non-display 】
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【Published Thesis】 Masticatory Evaluation in Non-contact Measurement of Chewing Movement(Advances in Intelligent Systems and Computing) 2019.08
【Published Thesis】 Elevation Measurement of Laryngeal Prominence from Depth Images for Evaluating Swallowing Function 2018
【Book】 Pervasive and Mobile Sensing and Computing for Healthcare 2012.09
The Best Research Achievement in the last 5 years 【 display / non-display 】
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【Published Thesis】 Masticatory Evaluation in Non-contact Measurement of Chewing Movement 2019.08
【Published Thesis】 Learning Scheme Based on Stability Analysis for Prediction Model of Anesthetic Effect Using Recurrent Neural Network 2020.04
【Published Thesis】 Life Data Acquisition in Daily Lives -Continuous Measurement of Physiological Data- 2020.09
【Published Thesis】 Patient Stress Estimation for Using Deep Learning with RRI Data Sensed by WBAN 2019.06
【Published Thesis】 A Fine-Tuning Method Using Pruning of Recurrent Neural Network for Prediction of the Anesthetic Effects(2020 14TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION COMMUNICATION TECHNOLOGY (ISMICT)) 2020.05
YNU Research Center 【 display / non-display 】
Degree 【 display / non-display 】
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Doctor of Environmental Science - The University of Tokyo
Campus Career 【 display / non-display 】
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2018.4
Duty Yokohama National UniversityFaculty of Engineering Division of Intelligent Systems Engineering Associate Professor
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2013.4-2018.3
Duty Yokohama National UniversityCenter for Future Medical Social Infrastructure Based on Information Communications Technology Specially Appointed Associate Professor
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2010.4-2013.3
Duty Yokohama National UniversityFaculty of Engineering Division of Intelligent Systems Engineering Associate Professor
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2021.4
Concurrently Yokohama National UniversityInterfaculty Graduate School of Innovative and Practical Studies Associate Professor
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2018.4
Concurrently Yokohama National UniversityGraduate school of Engineering Science Department of Mathematics, Physics, Electrical Engineering and Computer Science Associate Professor
External Career 【 display / non-display 】
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2006.10-2010.3
The University of Tokyo Graduate School of Frontier Sciences Assistant Professor
Research Areas 【 display / non-display 】
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Life Science / Biomedical engineering
Books 【 display / non-display 】
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杉本千佳、他( Role: Joint author , 第1章 生体センシングにおける概要)
情報機構 ( ISBN:978-4-86502-263-6 )
Total pages:228 Responsible for pages:1-7 Language:Japanese Book type:Scholarly book
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スマートヘルスケア
杉本千佳( Role: Contributor , ウェアラブル生体情報計測機器の開発動向)
(株)エヌ・ティー・エス ( ISBN:978-4-86043-812-8 C3 )
Total pages:376 Language:Japanese Book type:Other
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生体情報センシングデバイス ~センサ設計開発に求められる要素技術・課題と対策ノウハウ~
杉本千佳、他( Role: Contributor , 第1章「生体情報の基礎知識」)
情報機構
Total pages:281 Language:Japanese Book type:Textbook, survey, introduction
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生体データ活用の最前線~スマートセンシングによる生体情報計測とその応用~
杉本千佳、他( Role: Contributor , 第2章「生体データの計測原理とスマートセンシングの要素技術」)
サイエンス&テクノロジー ( ISBN:978-4-86502-126-4 )
Total pages:519 Language:Japanese Book type:Textbook, survey, introduction
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製品開発のための 生体情報の計測手法と活用ノウハウ -脳計測・生理計測に基づく客観的な感性評価を商品へ活かす-
杉本千佳、他( Role: Contributor , 第3章「感性評価につなげる生体計測デバイスの進展」)
情報機構 ( ISBN:978-4-86502-126-4 )
Total pages:255 Language:Japanese Book type:Textbook, survey, introduction
Papers 【 display / non-display 】
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Masticatory Evaluation in Non-contact Measurement of Chewing Movement
Chika Sugimoto
Advances in Intelligent Systems and Computing Vol.1026 737 - 741 2019.8
Authorship:Lead author Language:English Publishing type:Research paper (international conference proceedings) Publisher:SpringerLink Single Work
Other Link: https://link.springer.com/chapter/10.1007/978-3-030-27928-8_112
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Elevation Measurement of Laryngeal Prominence from Depth Images for Evaluating Swallowing Function
Chika Sugimoto, Yuto Masuyama
15 ( 6 ) 1562 - 1565 2018 [Reviewed]
Authorship:Lead author Language:English Publishing type:Research paper (international conference proceedings) Joint Work
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Learning Scheme Based on Stability Analysis for Prediction Model of Anesthetic Effect Using Recurrent Neural Network
Yoshitomo Sakuma, Kento Takabayashi, Takumi Kobayashi, Chika Sugimoto, Ryuji Kohno
International Journal of Trend in Research and Development 7 ( 2 ) 199 - 204 2020.4 [Reviewed]
Language:English Publishing type:Research paper (scientific journal) Joint Work
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AFM-based G-quadruplex Detection Using Machine Learning
Chika Sugimoto, Yoichiro Tanaka, Toshio Ogino
45th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2023) 2023.7 [Reviewed]
Authorship:Lead author Language:English Publishing type:Research paper (international conference proceedings) Joint Work
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Masticatory Ability Evaluation Based on Moving Images of Face during Chewing Using Deep Learning
Chika Sugimoto, Yuta Wakabayashi
45th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2023) 2023.7 [Reviewed]
Authorship:Lead author Language:English Publishing type:Research paper (international conference proceedings) Joint Work
Review Papers 【 display / non-display 】
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装着型センサ信号と映像による生体センシング技術とAI活用
杉本千佳
クリーンテクノロジー 2023.1
Authorship:Lead author, Last author, Corresponding author Language:Japanese Publishing type:Article, review, commentary, editorial, etc. (trade magazine, newspaper, online media) Single Work
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AI と安全工学~実社会でのAI の活用~
杉本千佳
SE(セイフティ エンジニアリング) 49(1) ( 206 ) 2022.3
Authorship:Lead author, Last author, Corresponding author Language:Japanese Publishing type:Article, review, commentary, editorial, etc. (bulletin of university, research institution) Single Work
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AI と安全工学~AIの中核技術~
杉本千佳
SE(セイフティ エンジニアリング) 48(4) ( 205 ) 2021.12
Authorship:Lead author, Last author, Corresponding author Language:Japanese Publishing type:Article, review, commentary, editorial, etc. (bulletin of university, research institution) Single Work
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AI と安全工学~AIの歴史と軌跡~
杉本千佳
SE(セイフティ エンジニアリング) 48(3) ( 204 ) 2021.9
Authorship:Lead author, Last author, Corresponding author Language:Japanese Publishing type:Article, review, commentary, editorial, etc. (bulletin of university, research institution) Single Work
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Life Data Acquisition in Daily Lives -Continuous Measurement of Physiological Data-
Chika Sugimoto
Journal of the Society of Instrument and Control Engineers 59 ( 9 ) 629 - 632 2020.9
Language:Japanese Publishing type:Article, review, commentary, editorial, etc. (scientific journal) Publisher:The Society of Instrument and Control Engineers Single Work
Other Link: https://www.jstage.jst.go.jp/article/sicejl/59/9/59_629/_article/-char/ja/
Awards 【 display / non-display 】
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電子情報通信学会ヘルスケア・医療情報通信技術研究賞 企業奨励賞
2022.9 電子情報通信学会ヘルスケア・医療情報通信技術研究専門委員会
Individual or group name of awards:渡邊祥太,蔦谷雄一,長島久美子,長坂知美、杉本千佳,小林匠,河野隆二
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通信ソサイエティ活動功労賞
2018.9 電子情報通信学会
Individual or group name of awards:杉本千佳
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Best Poster Award in the 8th International Workshop on Biosignal Interpretation
2016.11 International Workshop on Biosignal Interpretation
Individual or group name of awards:Miku Yanagimoto, Chika Sugimoto
Other external funds procured 【 display / non-display 】
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介護現場感染症対策支援のためのネットワーク化とAIプラットフォーム
Grant number:222A02 2021.5 - 2023.3
Ministry of Public Management, Home Affairs, Posts and Telecommunications 情報通信研究機構 高度通信・放送研究開発委託研究
Authorship:Other
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Dependable Wireless Body Area Networks to Support Search and Rescue and Medical Treatment in Disaster Scenarios
2016.4 - 2018.3
日本学術振興会 二国間交流事業共同研究
Investigator(s):河野隆二
災害時における人の探索や救難救助、医学的治療を支援するためのUAVに適用できる高信頼な無線ボディエリアネットワークを開発する。
Presentations 【 display / non-display 】
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表情・音声・テキストからの感情認識における強化学習による特徴融合法
伊藤孝, 杉本千佳
HCGシンポジウム2023 2023.12 電子情報通信学会ヒューマンコミュニケーショングループ(HCG)
Event date: 2023.12
Language:Japanese Presentation type:Oral presentation (general)
Venue:小倉 Country:Japan
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LSTMを用いたAC-WGAN-gpでのデータ拡張によるクラス不均衡不整脈心電図データ識別
弓削笑里, 杉本千佳 [Invited]
第22回情報科学技術フォーラム(FIT2023) 2023.9 一般社団法人電子情報通信学会ISS,HCG、一般社団法人情報処理学会
Event date: 2023.9
Language:Japanese Presentation type:Oral presentation (general)
Venue:大阪 Country:Japan
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3D SE-ResNetを用いた動画像データに基づく咀嚼能力推定
杉本千佳,若林悠太
電子情報通信学会総合大会 2023.3 電子情報通信学会
Event date: 2023.3
Language:Japanese Presentation type:Oral presentation (general)
Venue:東大宮
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介護現場感染症対策支援に向けた体調変調検知の機械学習およびデータエンジニアリングに関する考察
長坂知美,蔦谷雄一,石黒由紀,千葉祥樹,河野隆二,杉本千佳,小林匠
情報処理学会2023年全国大会 2023.3 情報処理学会
Event date: 2023.3
Language:Japanese Presentation type:Oral presentation (general)
Venue:神奈川県
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Development of AFM-based G-quadruplex DNA detection method using data science technology
Tanaka Y., Nagata T., Sugimoto, C., Ogino T [Invited]
15th International Symposium on Nanomedicine 2022.12 Japan Nanomedicine Society
Event date: 2022.12
Language:English Presentation type:Poster presentation
Venue:Tokushima
Charge of on-campus class subject 【 display / non-display 】
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2024 Practical System Design
Graduate school of Engineering Science
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2024 Advanced Human Sensing Engineering
Graduate school of Engineering Science
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2024 Advanced information system Ⅱ-F
Graduate school of Engineering Science
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2024 Advanced information system Ⅱ-S
Graduate school of Engineering Science
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2024 Advanced information system I-F
Graduate school of Engineering Science
Charge of off-campus class subject 【 display / non-display 】
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人工知能の基本と応用
2020 Institution:放送大学
Committee Memberships 【 display / non-display 】
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社団法人電子情報通信学会 ヘルスケア・医療情報通信技術研究会
2024.6 - 2026.5 委員長
Committee type:Academic society
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情報通信審議会 電波利用環境委員会, 陸上無線通信委員会
2023.1 - 2025.1 専門委員
Committee type:Government
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公益社団法人 計測自動制御学会 人新世のシステム学技術専門委員会
2023.4 専門委員
Committee type:Academic society
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社団法人電子情報通信学会 ヘルスケア・医療情報通信技術研究会
2022.6 - 2024.5 副委員長
Committee type:Academic society
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社団法人電子情報通信学会 ヘルスケア・医療情報通信技術研究会
2018.6 - 2020.5 副委員長
Committee type:Academic society