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Early Detection of Dementia Based on the Bayesian Classification Using Voice-fNIRS Signals during Cognitive Tasks

Research Project

Project/Area Number 25280100
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Kansei informatics
Research InstitutionNagoya Institute of Technology

Principal Investigator

Kato Shohei  名古屋工業大学, 工学(系)研究科(研究院), 教授 (70311032)

Co-Investigator(Kenkyū-buntansha) 本間 昭  社会福祉法人浴風会認知症介護研究・研修東京センター, その他部局等, その他 (40081707)
遠藤 英俊  国立研究開発法人国立長寿医療研究センター, その他部局等, その他 (80501121)
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥16,640,000 (Direct Cost: ¥12,800,000、Indirect Cost: ¥3,840,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2013: ¥8,450,000 (Direct Cost: ¥6,500,000、Indirect Cost: ¥1,950,000)
Keywords認知症スクリーニング / 医療・福祉サービス / 発話音声・脳血流解析 / 近赤外分光法 / 加齢工学 / 脳血流解析 / 発話音韻解析 / 多重ロジスティック回帰分析 / ランダムフォレスト / ディープ・ニューラル・ネットワーク / 情報学 / ベイジアン・マイニング
Outline of Final Research Achievements

This study proposes a novel approach for the early detection of cognitive impairment in the elderly, in which we focused on the prosodic features of speech sound during the subject’s answers to the questionnaire; the first was to detect signal and prosodic signs of cognitive impairment, the second was to take a measurement of cerebral blood flow (CBF). We then have developed a prototype of prosody-CBF hybrid screening system and discussed the cost-effectiveness and the discrimination performance. Moreover, MCI group is divided into two subtypes of Nonamnestic-MCI (N-MCI) composed of ten participants and Amnestic-MCI (A-MCI) composed of nine participants. We will present a comparative analysis of CBF activation between CN, N-MCI, A-MCI, and AD, by statistical tests of between-group significant differences using fNIRS signals of oxy-Hb during the cognitive task.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (67 results)

All 2017 2016 2015 2014 2013 Other

All Journal Article (14 results) (of which Open Access: 9 results,  Acknowledgement Compliant: 6 results,  Peer Reviewed: 9 results) Presentation (46 results) (of which Int'l Joint Research: 24 results,  Invited: 8 results) Book (1 results) Remarks (3 results) Patent(Industrial Property Rights) (3 results) (of which Overseas: 2 results)

  • [Journal Article] Influence of Physical Embodiment on Therapeutic Effects during Interaction with Artificial Pets2017

    • Author(s)
      林里奈, 加藤昇平
    • Journal Title

      Transactions of Japan Society of Kansei Engineering

      Volume: 16 Issue: 1 Pages: 75-81

    • DOI

      10.5057/jjske.TJSKE-D-16-00062

    • NAID

      130005243561

    • ISSN
      1884-0833, 1884-5258
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Psychological effects of physical embodiment in artificial pet therapy2017

    • Author(s)
      Rina Hayashi, Shohei Kato
    • Journal Title

      Journal of Artificial Life and Robotics

      Volume: 22(1) Issue: 1 Pages: 58-63

    • DOI

      10.1007/s10015-016-0320-7

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Easy Screening for Mild Alzheimer’s Disease and Mild Cognitive Impairment from Elderly Speech2017

    • Author(s)
      Shohei Kato, Akira Homma, Takuto Sakuma
    • Journal Title

      Current Alzheimer Research, Thematic Issue of “Speech production in persons with dementia

      Volume: 14

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 高齢者の発話から認知症の危険度を察知する情報技術 ─誰でも気軽に使える認知症スクリーニングを目指して─2016

    • Author(s)
      加藤昇平, 遠藤英俊, 本間 昭
    • Journal Title

      人工知能 特集「超高齢化社会とAI ─社会生活支援編─」

      Volume: 31(3) Pages: 356-362

    • NAID

      130007917091

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] ロボットに心を宿し性格を与える感性情報処理2016

    • Author(s)
      加藤昇平
    • Journal Title

      人工知能 特集「人工知能とEmotion」

      Volume: 31(5) Pages: 671-678

    • NAID

      130007917065

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] 人や社会と共生するロボットを実現する情報技術2016

    • Author(s)
      加藤昇平
    • Journal Title

      TOENEC Technology Development Report

      Volume: 32 Pages: 4-11

    • Related Report
      2016 Annual Research Report
  • [Journal Article] A Ball Game Type Interaction Based on Anthropomorphic Agents Reflecting User’s Tendency of Giving Reward2016

    • Author(s)
      佐久間拓人, 加藤昇平
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 31 Issue: 6 Pages: AG-A_1-11

    • DOI

      10.1527/tjsai.AG-A

    • NAID

      130005277052

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Characterization of <I>KANSEI</I> Robot Reflecting the Tendency of Treatment from User2016

    • Author(s)
      小笠原宏樹,加藤昇平
    • Journal Title

      Transactions of Japan Society of Kansei Engineering

      Volume: 15 Issue: 1 Pages: 75-83

    • DOI

      10.5057/jjske.TJSKE-D-15-00047

    • NAID

      130005128769

    • ISSN
      1884-0833, 1884-5258
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 感性ロボットに心を宿す情報処理とインタラクションデザイン2015

    • Author(s)
      加藤昇平
    • Journal Title

      感性工学・特集「感性ロボット」

      Volume: Vol.13 No.4 Pages: 211-219

    • Related Report
      2015 Annual Research Report
  • [Journal Article] 隠れマルコフモデルを用いた発話音声からの性格印象推定2015

    • Author(s)
      金軼成, 佐久間拓人, 加藤昇平, 國立勉
    • Journal Title

      電気学会論文誌C

      Volume: Vol.135, No.12 Pages: 1517-1523

    • NAID

      130005112614

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 探索の停滞に応じてパラメータを再設定するDifferential Evolution on Scattered Parents2015

    • Author(s)
      岩井 亮,加藤 昇平
    • Journal Title

      情報処理学会論文誌

      Volume: 56(2) Pages: 733-743

    • NAID

      110009877391

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Bayesian-Based Detection of Mild Cognitive Impairment and Mild Alzheimer’s Disease: discrimination performance using cerebral blood flow activation during daily conversation2014

    • Author(s)
      Shohei Kato,Hidetoshi Endo,Risako Nagata,Takuto Sakuma,Keita Watanabe
    • Journal Title

      Gerontechnology

      Volume: 13(12) Pages: 116-117

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 高齢者の発話から認知症の危険度を察知する情報技術2014

    • Author(s)
      加藤昇平
    • Journal Title

      名古屋工業会誌 ごきそ

      Volume: 461 Pages: 6-7

    • Related Report
      2014 Annual Research Report
  • [Journal Article] A New Ant Colony Optimization Method Considering Intensification and Diversification2013

    • Author(s)
      Mitsuru Haga, Shohei Kato
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 8291 Pages: 445-452

    • DOI

      10.1007/978-3-642-44927-7_33

    • ISBN
      9783642449260, 9783642449277
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] Development of a Neurofeedback fMRI System Using Body Representation Visualized by a Small Humanoid2017

    • Author(s)
      Akihiro Yoshida, Epifanio Bagarinao, Mika Ueno, Kazunori Terabe, Shohei Kato, Haruo Isoda, Toshiharu Nakai
    • Organizer
      2017 Annual Meeting of the Organization for Human Brain Mapping (OHBM2017)
    • Place of Presentation
      Vancouver, CA
    • Year and Date
      2017-06-25
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] evelopment of a Brain Machine Interface Using a Neurofeedback fMRI System: A Small Humanoid Represents Imagery Movements2017

    • Author(s)
      Akihito Yoshida, Epifanio Bagarinao, Mika Ueno, Haruo Isoda, Kazunori Terabe, Shohei Kato, Toshiharu Nakai
    • Organizer
      25th Annual Meering and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM2017)
    • Place of Presentation
      Honolulu, HI, USA
    • Year and Date
      2017-04-22
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Emoticon Recommendation System Reflecting User Individuality: A Preliminary Survey of Emoticon Use2017

    • Author(s)
      Taichi Matsui and Shohei Kato
    • Organizer
      9th International Conference on Agents and Artificial Intelligence (ICAART 2017)
    • Place of Presentation
      Porto, PL
    • Year and Date
      2017-02-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Field Survey on Health, ADL, and Cognitive Function in Naruto Community in Nagoya, Japan2017

    • Author(s)
      Shohei Kato, Kiyomi Yomida, Miyuki Yamamoto, Hiroyasu Akatsu
    • Organizer
      IEEE International Conference on Biomedical and Health Informatics (BHI2017)
    • Place of Presentation
      Orlando, FL, USA
    • Year and Date
      2017-02-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Psychological Influence of Entrainment Phenomenon of Rhythm Information in Dialogue on Therapeutic Effects,2017

    • Author(s)
      Rina Hayashi, Shohei Kato
    • Organizer
      22nd International Symposium on Artificial Life and Robotics (AROB 2017)
    • Place of Presentation
      Oita, JP
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Dynamic Product Placement Method in Order Picking Using Correlation between Products2016

    • Author(s)
      Yusuke Ito, Shohei Kato
    • Organizer
      The 5th IEEE Global Conference on Consumer Electronics (GCCE 2016)
    • Place of Presentation
      Kyoto, JP
    • Year and Date
      2016-10-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Awareness Motion and It's Timing to Induce User's Action2016

    • Author(s)
      Airi Yokochi, Shohei Kato
    • Organizer
      The 5th IEEE Global Conference on Consumer Electronics (GCCE 2016)
    • Place of Presentation
      Kyoto, JP
    • Year and Date
      2016-10-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Apriori-Based Approach to Product Placement in Order Picking2016

    • Author(s)
      Yusuke Ito, Shohei Kato
    • Organizer
      IEEE International Conference on Agents (IEEE ICA 2016)
    • Place of Presentation
      Shimane, JP
    • Year and Date
      2016-09-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Standing Balance Switching Control Using the Stability Status of Humanoid Robot2016

    • Author(s)
      Hiromi Maeda, Shohei Kato
    • Organizer
      IEEE International Conference on Agents (IEEE ICA 2016)
    • Place of Presentation
      Shimane, JP
    • Year and Date
      2016-09-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Intuitive Control and Affective Computing in Robotics for Symbiosis with Human2016

    • Author(s)
      Shohei Kato
    • Organizer
      Brain Connects 2016 (as Focus Lecture 7)
    • Place of Presentation
      TaiChung, TW
    • Year and Date
      2016-09-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] An Approach for Predicting the Psychological State in Humans Using Functional Near Infrared Spectroscopy during the Cognitive Task2016

    • Author(s)
      hilagavathi Gurusamy, Shohei Kate
    • Organizer
      Brain Connects 2016
    • Place of Presentation
      TaiChung, TW
    • Year and Date
      2016-09-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Standing Balance Switching Control for Humanoid Robots by Auto-Switching Based on Stability Status2016

    • Author(s)
      Hiromi Malda, Shohei Kato
    • Organizer
      Brain Connects 2016
    • Place of Presentation
      TaiChung, TW
    • Year and Date
      2016-09-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Building an Activation Map Driven Operation System for a Small Humanoid Using Real-time fMRI: an initial report2016

    • Author(s)
      Akihito Yoshida, Epifanio Bagarinao, Mika Ueno, Kazunori Tanabe, Shohei Kato, Haruo Isoda, Toshiharu Nakai
    • Organizer
      Brain Connects 2016
    • Place of Presentation
      TaiChung, TW
    • Year and Date
      2016-09-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Comparison of Cerebral Blood Flow Activation of Elderlies with Amnestic and Nonamnestic MCI during Daily Conversation2016

    • Author(s)
      Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma, and Kiyomi Tomida
    • Organizer
      IEEE International Conference on Biomedical and Health Informatics (BHI-2016),
    • Place of Presentation
      Las Vegas, NV, USA
    • Year and Date
      2016-02-24
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Psychological Effects of Physical Embodiment on Pet Therapy2016

    • Author(s)
      Rina Hayashi, Shohei Kato
    • Organizer
      International Symposium on Artificial Life and Robotics (AROB 2016)
    • Place of Presentation
      Beppu, Oita, Japan
    • Year and Date
      2016-01-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Speech Prosody-Based Cognitive Impairment Rating: Toward Early Detection of Mild Alzheimer’s Disease and Mild Cognitive Impairment2016

    • Author(s)
      Shohei Kato
    • Organizer
      The International Collaborative Symposium for Informatics - Towards Global and Joint Collaboration -
    • Place of Presentation
      Nagoya Institute of Technology, JP
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 高齢者の発生音声と脳血流解析に基づく軽度認知症の早期スクリーニング2015

    • Author(s)
      加藤昇平
    • Organizer
      中部経済連合会ヘルスケア部会・名工大医工学技術見学会
    • Place of Presentation
      名古屋工業大学
    • Year and Date
      2015-11-12
    • Related Report
      2015 Annual Research Report
  • [Presentation] A Friendship Network Model on Heider’s Balance Theory Considering Assertiveness and Empathy2015

    • Author(s)
      Tatsuki Okubo, Shohei Kato, Atsuko Mutoh
    • Organizer
      The 4th 2015 IEEE Global Conference on Consumer Electronics (IEEE GCCE 2015)
    • Place of Presentation
      Osaka
    • Year and Date
      2015-10-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] How Cognitive Biases Works on Word Alignment2015

    • Author(s)
      Taichi Matsui, Shohei Kato, Munehiro Nakamura
    • Organizer
      The 4th 2015 IEEE Global Conference on Consumer Electronics (IEEE GCCE 2015)
    • Place of Presentation
      Osaka
    • Year and Date
      2015-10-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] CHOBONYAN: Soft-Stuffed Robot in Palmtop Size and Light Weight for Therapy2015

    • Author(s)
      Rina Hayashi, Shohei Kato
    • Organizer
      The 4th 2015 IEEE Global Conference on Consumer Electronics (IEEE GCCE 2015)
    • Place of Presentation
      Osaka
    • Year and Date
      2015-10-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-Task Reinforcement Learning with Associative Memory Models Considering the Multiple Distributions of MDPs2015

    • Author(s)
      Fumihiro Kinbara, Shohei Kato, Munehiro Nakamura
    • Organizer
      The 4th 2015 IEEE Global Conference on Consumer Electronics (IEEE GCCE 2015)
    • Place of Presentation
      Osaka
    • Year and Date
      2015-10-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Effect of Assertiveness and Empathy on Heider's Balance Theory for Friendship Network Models2015

    • Author(s)
      Tatsuki Okubo, Shohei Kato, Atsuko Mutoh
    • Organizer
      International Joints Agent Workshop Symposium 2015
    • Place of Presentation
      Ishikawa, Japan
    • Year and Date
      2015-09-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Associative Memory-based Approach to Multi-task Reinforcement Learning under Stochastic Environments2015

    • Author(s)
      Fumihiro Kinbara, Kato Shohei, Munehiro Nakamura
    • Organizer
      International Joints Agent Workshop Symposium 2015
    • Place of Presentation
      Ishikawa, Japan
    • Year and Date
      2015-09-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detection of Mild Alzheimer’s Disease and Mild Cognitive Impairment from Elderly Speech: binary discrimination using logistic regression2015

    • Author(s)
      Shohei Kato, Akira Homma, Takuto Sakuma, Munehiro Nakamura
    • Organizer
      The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’15)
    • Place of Presentation
      Milano, Italy
    • Year and Date
      2015-08-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Measurement of Cerebral Blood Flow Activation of Elderlies during Verbally-Based Cognitive Tasks: comparison of fNIRS signals between mild AD and MCI subtypes2015

    • Author(s)
      Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma
    • Organizer
      Brain Connects 2015(NCGG/JSPS NTU/NUS Joint Research Collaboration Workshop)
    • Place of Presentation
      Nagoya Universoty
    • Year and Date
      2015-07-31
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 高齢者の発話から認知症の危険度を察知する情報技術:誰でも気軽に使える認知症スクリーニングをめざして2015

    • Author(s)
      加藤昇平
    • Organizer
      CIAJ情報通信ネットワーク産業協会・えくすぱーと・のれっじ・セミナー
    • Place of Presentation
      東京
    • Year and Date
      2015-06-29
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Comparison of Cerebral Blood Flow Activation of Elderlies with Amnestic and Non-amnestic MCI during Verbally-Based Cognitive Test2015

    • Author(s)
      Shohei Kato, Hidetoshi Endo, Risako Nagata, and Takuto Sakuma
    • Organizer
      The 54th Annual Conference of Japan Society for Medical and Biological Engineering
    • Place of Presentation
      Nagoya Congress Center
    • Year and Date
      2015-05-07
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 鳴子地区在住高齢者の健康状態、日常生活能力、および、認知機能の把握調査2015

    • Author(s)
      加藤昇平, 赤津裕康, 渕田英津子
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2015-05-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] A Study on Care-Giver Free Cognitive Impairment Screening and Reminiscence Therapy Tool for the Elderly2015

    • Author(s)
      Yona Nancy, Shohei Kato
    • Organizer
      The 1st International Symposium on Affective Science and Engineering (ISASE2015)
    • Place of Presentation
      Tokyo
    • Year and Date
      2015-03-22 – 2015-03-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] LDA-Based Text Classification Method for Psychological Counseling Data2015

    • Author(s)
      Zhuang Shan, Shohei Kato
    • Organizer
      The 1st International Symposium on Affective Science and Engineering (ISASE2015)
    • Place of Presentation
      Tokyo
    • Year and Date
      2015-03-22 – 2015-03-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Estimation of Personality Impression from Speech Record: Based on Non-verbal Information Modeled by HMM2015

    • Author(s)
      Yicheng Jin, Takuto Sakuma, Shohei Kato
    • Organizer
      The 1st International Symposium on Affective Science and Engineering (ISASE2015)
    • Place of Presentation
      Tokyo
    • Year and Date
      2015-03-22 – 2015-03-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Emotion Estimation from Sentence of Written and Spoken Language: calculating sentence similarity for categorization using weighted common subsequence2015

    • Author(s)
      Akihiro Uhara, Shohei Kato
    • Organizer
      The 1st International Symposium on Affective Science and Engineering (ISASE2015)
    • Place of Presentation
      Tokyo
    • Year and Date
      2015-03-22 – 2015-03-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Dynamic subgoal generation using evolutionary computation for reinforcement learning under POMDP2015

    • Author(s)
      Takumi Nomura, Shohei Kato
    • Organizer
      he 20th International Symposium on Artificial Life and Robotics (AROB 20th 2015)
    • Place of Presentation
      Beppu, Oita
    • Year and Date
      2015-01-21 – 2015-01-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] A Ball Game Typed Human-Robot Interaction Based on All-Combinatorial N-grams2015

    • Author(s)
      Takuto Sakuma, Shohei Kato
    • Organizer
      he 20th International Symposium on Artificial Life and Robotics (AROB 20th 2015)
    • Place of Presentation
      Beppu, Oita
    • Year and Date
      2015-01-21 – 2015-01-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Effect of mood transition for characterizing KANSEI robot reflecting the tendency of treatment from user2015

    • Author(s)
      Hiroki Ogasawara, Shohei Kato
    • Organizer
      he 20th International Symposium on Artificial Life and Robotics (AROB 20th 2015)
    • Place of Presentation
      Beppu, Oita
    • Year and Date
      2015-01-21 – 2015-01-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Agent-based architecture with distributed evolutionary computation that self-acquires and applies knowledge2015

    • Author(s)
      Shingo Morita, Shohei Kato
    • Organizer
      he 20th International Symposium on Artificial Life and Robotics (AROB 20th 2015)
    • Place of Presentation
      Beppu, Oita
    • Year and Date
      2015-01-21 – 2015-01-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] 高齢者の発話から認知症をスクリーニングする情報技術2014

    • Author(s)
      加藤昇平
    • Organizer
      第8回Beyond Robotics研究会
    • Place of Presentation
      東京大学
    • Year and Date
      2014-12-14
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 高齢者の発話から認知症の危険度を察知する技術2014

    • Author(s)
      加藤昇平
    • Organizer
      日本感性工学会感性ロボティクス部会Mini Symposium
    • Place of Presentation
      千葉工業大学
    • Year and Date
      2014-12-12
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 高齢者の発話から認知症の危険度を察知する情報技術2014

    • Author(s)
      加藤昇平
    • Organizer
      名古屋工業会尾張支部総会・特別講演会
    • Place of Presentation
      名古屋文理大学文化フォーラム
    • Year and Date
      2014-04-19
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Bayesian-Based Detection of Mild Cognitive Impairment and Mild Alzheimer's Disease: discrimination performance using cerebral blood flow activation during daily conversation2014

    • Author(s)
      Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma, Keita Watanabe
    • Organizer
      The 9th World Conference of Gerontechnology (ISG 2014)
    • Place of Presentation
      Taipei, TW
    • Related Report
      2013 Annual Research Report
  • [Presentation] Early Detection of Mild Cognitive Impairment and Mild Alzheimer's Disease in Elderly Using CBF Activation during Verbally-Based Cognitive Tests2014

    • Author(s)
      Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma, Keita Watanabe
    • Organizer
      International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2014)
    • Place of Presentation
      Angers, France
    • Related Report
      2013 Annual Research Report
  • [Presentation] Toward Personalized Cognitive Training for Elderly with Mild Cognitive Impairment: cerebral blood flow activation during verbally-based cognitive activities2013

    • Author(s)
      Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma, Keita Watanabe
    • Organizer
      2013 IEEE International Conference on Systems Man and Cybernetics (SMC 2013)
    • Place of Presentation
      Manchester, UK
    • Related Report
      2013 Annual Research Report
  • [Presentation] Early Detection of Cognitive Impairment in the Elderly Based on Bayesian Mining Using Speech Prosody and Cerebral Blood Flow Activation2013

    • Author(s)
      Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma, Keita Watanabe
    • Organizer
      35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13)
    • Place of Presentation
      Osaka, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Toward Personalized Cognitive Training for Elderly with Mild Cognitive Impairment Using Cerebral Blood Flow Activation2013

    • Author(s)
      Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma, Keita Watanabe
    • Organizer
      The 27th Annual Conference of Japanese Society for Artificial Intelligence,
    • Place of Presentation
      Toyama, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] 軽度認知機能障害および軽度認知症の早期診断とリハビリテーション支援をめざして2013

    • Author(s)
      加藤昇平, 遠藤英俊, 永田理紗子, 佐久間拓人, 渡邊恵太
    • Organizer
      Joint Agent Workshop and Symposium (JAWS) 2013
    • Place of Presentation
      南紀白浜
    • Related Report
      2013 Annual Research Report
  • [Presentation] 健康長寿社会のための人間内面のモニタリング2013

    • Author(s)
      加藤 昇平, 遠藤 英俊, 永田 理紗子, 佐久間 拓人, 渡邊 恵太
    • Organizer
      平成25年度電気関係学会東海支部連合大会
    • Place of Presentation
      静岡大学
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Book] パーソナル・ヘルスケア:ユビキタス、ウェアラブル医療実現に向けたエレクトロニクス研究最前線(第2編, 第5章, 第2節)2013

    • Author(s)
      加藤 昇平, 遠藤 英俊, 本間 昭
    • Total Pages
      398
    • Publisher
      NTS
    • Related Report
      2013 Annual Research Report
  • [Remarks] 名古屋工業大学加藤昇平研究室>研究概要>認知症スクリーニング

    • URL

      https://www.katolab.nitech.ac.jp/html/research_screening_cognitive_impairment.html

    • Related Report
      2016 Annual Research Report 2015 Annual Research Report
  • [Remarks] 名古屋工業大学加藤昇平研究室>研究概要>認知症スクリーニング

    • URL

      http://www.katolab.nitech.ac.jp/html/research_screening_cognitive_impairment.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 名古屋工業大学加藤昇平研究室>研究概要>認知症スクリーニング

    • URL

      http://www.katolab.nitech.ac.jp/html/research_screening_cognitive_impairment.html

    • Related Report
      2013 Annual Research Report
  • [Patent(Industrial Property Rights)] 認知機能障害判別装置、認知機能障害判別システム、およびプログラム2013

    • Inventor(s)
      加藤昇平、遠藤英俊
    • Industrial Property Rights Holder
      国立大学法人名古屋工業大学
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-05-31
    • Acquisition Date
      2016-07-01
    • Related Report
      2016 Annual Research Report
  • [Patent(Industrial Property Rights)] Cognitive Impairment Determination Apparatus, Cognitive Impairment Determination System and Program2013

    • Inventor(s)
      Shohei Kato, Hidetoshi Endo
    • Industrial Property Rights Holder
      Shohei Kato, Hidetoshi Endo
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-11-27
    • Acquisition Date
      2015-09-15
    • Related Report
      2015 Annual Research Report
    • Overseas
  • [Patent(Industrial Property Rights)] Cognitive Impairment Determination Apparatus, Cognitive Impairment Determination System and Program2013

    • Inventor(s)
      Shohei Kato, Hidetoshi Endo
    • Industrial Property Rights Holder
      Shohei Kato, Hidetoshi Endo
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-11-30
    • Related Report
      2013 Annual Research Report
    • Overseas

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Published: 2013-05-21   Modified: 2019-07-29  

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