Horie Kazumasa 堀江和正

… Alternative Names

HORIE Kazumasa 堀江和正

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Researcher Number	60817112
Other IDs
Affiliation (Current)	2026: 筑波大学, 計算科学研究センター, 助教
Affiliation (based on the past Project Information) *help	2018 – 2026: 筑波大学, 計算科学研究センター, 助教
Review Section/Research Field	Principal Investigator Basic Section 62010:Life, health and medical informatics-related / Basic Section 61030:Intelligent informatics-related Except Principal Investigator Medium-sized Section 61:Human informatics and related fields / Basic Section 60080:Database-related / Medium-sized Section 10:Psychology and related fields / Sections That Are Subject to Joint Review: Basic Section60080:Database-related , Basic Section62020:Web informatics and service informatics-related / Basic Section 62020:Web informatics and service informatics-related / Basic Section 61040:Soft computing-related
Keywords	Principal Investigator 生体信号処理 / 機械学習 / 小モデルアンサンブル / 連合学習 / 被験者間のばらつき / 選択的不感化ニューラルネット / Dropout / ロバスト性 / 個人差 / 睡眠ステージ判定 … More / 自動診断 / 深層学習 / 敵対的生成ネットワーク / ノイズ除去 … More Except Principal Investigator 睡眠 / トレーサビリティ / ビッグデータ / 深層学習 / 機械学習 / イベント検出 / 自己教師有り学習 / リアルタイム分析 / 夢 / 脳波 / 感情 / 複合的ビッグデータ処理 / 来歴 / リアルタイム / 情動推定 / ストリーム処理 / 仮想化 / Augmentedデータ / 個人特性 / 生体データ / 脳型情報処理 / ニューラルネットワーク / ニューラルネット / 脳波解析 / 浅層ニューラルネット / ホワイトボックス機械学習 / うつバイオマーカー / 脳情報処理 / 浅層学習 Less

家庭用睡眠計を用いたパーキンソン病スクリーニング基盤技術の開発Principal Investigator
- Principal Investigator
  
  堀江和正
- Project Period (FY)
  2026 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  University of Tsukuba
脳波を用いた睡眠中の夢の感情推定：No-report paradigm創出に向けた挑戦
- Principal Investigator
  
  阿部高志
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 10:Psychology and related fields
- Research Institution
  University of Tsukuba
Fine-Grained Real-Time Sleep Stream Analysis Using Self-Supervised Learning
- Principal Investigator
  
  北川博之
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  University of Tsukuba
Complex Big Data Processing Framework for Pervasice Traceability
- Principal Investigator
  
  北川博之
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60080:Database-related
  Basic Section 62020:Web informatics and service informatics-related
  Sections That Are Subject to Joint Review: Basic Section60080:Database-related , Basic Section62020:Web informatics and service informatics-related
- Research Institution
  University of Tsukuba
Development of a Deep Learning Architecture with a Switching Mechanism for Biosignal Recognition, Considering Subject Variability and Measurement ConditionsPrincipal Investigator
- Principal Investigator
  
  Horie Kazumasa
- Project Period (FY)
  2023 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  University of Tsukuba
Real-time Emotion Analysis during Sleep using Sleep Sensing Stream Systems
- Principal Investigator
  
  Kitagawa Hiroyuki
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  University of Tsukuba
Automatic Generation of Biometric Data Incorporating Individual Characteristics by Deep Learning
- Principal Investigator
  
  Kitagawa Hiroyuki
- Project Period (FY)
  2019 – 2020
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  University of Tsukuba
Development of Noise Reduction Techniques Using Adversarial Generative Networks and Their Application to Biological SignalsPrincipal Investigator
- Principal Investigator
  
  HORIE Kazumasa
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  University of Tsukuba
Research on Augmented Real Big Data Processing Frameworks with High-level Virtualization Facilities
- Principal Investigator
  
  Kitagawa Hiroyuki
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60080:Database-related
- Research Institution
  University of Tsukuba
Establishment of Situation-Adaptive Learning Technology Using Shallow Neural Networks and Its Application to Personal Assistance Systems.
- Principal Investigator
  
  Morita Masahiko
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  University of Tsukuba

All 2025 2024 2023 2022 2020 2019

All Journal Article Presentation

[Journal Article] Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage Scoring2025
- Author(s)
  Ryuhei Kawabata, Kazumasa Horie, Philippe Lalanda, Hiroyuki Kitagawa
- Journal Title
  
  Proc. 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
  
  Volume: -
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28089
[Journal Article] Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage Scoring2025
- Author(s)
  Ryuhei Kawabata, Kazumasa Horie, Philippe Lalanda, Hiroyuki Kitagawa
- Journal Title
  
  Proc. 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
  
  Volume: -
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19802
[Journal Article] Real-time Automatic Detection of Definite-REM Sleep2025
- Author(s)
  Fumiya Sano, Taisuke Kokusho, Kazumasa Horie, Junya Furuki, Yoko Suzuki, Takashi Abe, Hiroyuki Kitagawa
- Journal Title
  
  Proc. 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K28089
[Journal Article] Label-Efficient Self-Supervised Learning for Sleep Stage Classification Using Multi-Channel In-Home EEG Data2025
- Author(s)
  Vijdan Khalique, Zhengting Wang, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Journal Title
  
  Proc. 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K19802
[Journal Article] Applicability of LSTM and Double Decoders on U-Net models for Sleep and Arousal Scoring Using In-Home EEG Signals2025
- Author(s)
  Juan Carlos Neira Almanza, Leo Ota, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Journal Title
  
  Proc. 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC2025)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K19802
[Journal Article] Real-time Automatic Detection of Definite-REM Sleep2025
- Author(s)
  Fumiya Sano, Taisuke Kokusho, Kazumasa Horie, Junya Furuki, Yoko Suzuki, Takashi Abe, Hiroyuki Kitagawa
- Journal Title
  
  Proc. 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K19802
[Journal Article] Label-Efficient Self-Supervised Learning for Sleep Stage Classification Using Multi-Channel In-Home EEG Data2025
- Author(s)
  Vijdan Khalique, Zhengting Wang, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Journal Title
  
  Proc. 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K28089
[Journal Article] Applicability of LSTM and Double Decoders on U-Net models for Sleep and Arousal Scoring Using In-Home EEG Signals2025
- Author(s)
  Juan Carlos Neira Almanza, Leo Ota, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Journal Title
  
  Proc. 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC2025)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K28089
[Journal Article] Automated Generation of Narrative Sleep Reports Utilizing Portable Electroencephalogram Data through ChatGPT2024
- Author(s)
  Saki Tsumoto, Fusae Kawana, Kazumasa Horie, Minori Masaki, Kei Nishida, Kazuya Miyanishi, Jaehoon Seol, Morie Tominaga, Takashi Amemiya, Tetsuro Hiei, Akihiro Tani, Masaki Matsubara, Atsuyuki Morishima, Hiroyuki Kitagawa, Masashi Yanagisawa
- Journal Title
  
  Proc. 12th IEEE International Conference on Healthcare Informatics (IEEE ICHI 2024)
  
  Volume: - Pages: 376-385
- DOI
  10.1109/ichi61247.2024.00055
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K19802, KAKENHI-PROJECT-23K28089, KAKENHI-PROJECT-23KJ0286
[Journal Article] Sleep and Arousal Scoring for In-home EEG Signals: A Multitask Learning Approach2024
- Author(s)
  Juan Carlos Neira Almanza, Leo Ota, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Journal Title
  
  Proc. 12th IEEE International Conference on Healthcare Informatics (IEEE ICHI 2024)
  
  Volume: - Pages: 147-156
- DOI
  10.1109/ichi61247.2024.00027
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K19802, KAKENHI-PROJECT-23K28089
[Journal Article] Automatic Sleep Stage Classification for Sleep Apnea Patients Using an In-home Sleep Electroencephalography Device2024
- Author(s)
  Saki Tsumoto, Jaehoon Seol, Kazumasa Horie, Fusae Kawana, Morie Tominaga, Shigeru Chiba, Hideaki Kondo, Hiroyuki Yoshimine, Masaki Matsubara, Atsuyuki Morishima, Masahi Yanagisawa, Hiroyuki Kitagawa
- Journal Title
  
  Proc. Workshop on Big Data and AI for Healthcare, Co-located with 2024 IEEE International Conference on Big Data (IEEE BigData 2024)
  
  Volume: - Pages: 5082-5085
- DOI
  10.1109/bigdata62323.2024.10825971
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K19802
[Journal Article] An Ensemble Method for Improving Robustness Against the Electrode Contact Problems in Automated Sleep Stage Scoring2024
- Author(s)
  Kazumasa Horie, Ryusuke Miyamoto, Leo Ota, Takashi Abe, Yoko Suzuki, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Journal Title
  
  Scientific Reports
  
  Volume: 14 Issue: 1
- DOI
  10.1038/s41598-024-72612-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K19802, KAKENHI-PROJECT-22K21351
[Journal Article] Automated sleep stage scoring employing a reasoning mechanism and evaluation of its explainability2022
- Author(s)
  Kazumasa Horie, Leo Ota, Ryusuke Miyamoto, Takashi Abe, Yoko Suzuki, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, and Hiroyuki Kitagawa
- Journal Title
  
  Scientific Reports
  
  Volume: 12 Issue: 1 Pages: 1-15
- DOI
  10.1038/s41598-022-16334-9
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K19802, KAKENHI-PROJECT-22H04918, KAKENHI-PROJECT-20K03493, KAKENHI-PROJECT-17K19639
[Journal Article] NR-GAN: Noise Reduction GAN for Mice Electroencephalogram Signals2019
- Author(s)
  Sumiya Yuki、Horie Kazumasa、Shiokawa Hiroaki、Kitagawa Hiroyuki
- Journal Title
  
  Proc. 4th International Conference on Biomedical Imaging, Signal Processing
  
  Volume: - Pages: 94-101
- DOI
  10.1145/3366174.3366186
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K22859
[Journal Article] Application of a Selective Desensitization Neural Network to Concept Drift Problems2019
- Author(s)
  Ichiba Tomoki、Horie Kazumasa、Someno Shoichi、Aki Tomohiro、Morita Masahiko
- Journal Title
  
  Journal of Signal Processing
  
  Volume: 23 Issue: 4 Pages: 145-149
- DOI
  10.2299/jsp.23.145
- NAID
  130007681699
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03304
[Journal Article] 選択的不感化ニューラルネットによる特徴量の有効性の分析2019
- Author(s)
  染野翔一，堀江和正，丹野智博，森田昌彦
- Journal Title
  
  電子情報通信学会論文誌(D)
  
  Volume: J102-D
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03304
[Presentation] Applicability of LSTM and Double Decoders on U-Net models for Sleep and Arousal Scoring Using In-Home EEG Signals2025
- Author(s)
  Juan Carlos Neira Almanza, Leo Ota, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Organizer
  The 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Label-Efficient Self-Supervised Learning for Sleep Stage Classification Using Multi-Channel In-Home EEG Data2025
- Author(s)
  Vijdan Khalique, Zhengting Wang, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, and Hiroyuki Kitagawa
- Organizer
  The 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28089
[Presentation] 在宅睡眠脳波とSpO2 データを用いた睡眠時無呼吸患者の自動睡眠ステージ判定2025
- Author(s)
  津本紗希，川名ふさ江，堀江和正，富永杜絵，千葉滋，近藤英明，吉嶺裕之，松原正樹，森嶋厚行，北川博之，柳沢正史
- Organizer
  日本睡眠学会第49回定期学術集会
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] 確定レム睡眠のリアルタイム自動検出2025
- Author(s)
  佐野史弥, 国生泰資, 堀江和正, 古木淳也, 鈴木陽子, 阿部高志, 北川博之
- Organizer
  第17回データ工学と情報マネジメントに関するフォーラム (DEIM 2025)
- Data Source
  KAKENHI-PROJECT-23K28089
[Presentation] 自動睡眠ステージ判定モデルにおける抽出特徴量の解析と説明能力の改善2025
- Author(s)
  崎山諒介, 堀江和正, 北川博之
- Organizer
  情報処理学会第87回全国大会 (IPSJ全国大会 2025)
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Real-time Automatic Detection of Definite-REM Sleep2025
- Author(s)
  Fumiya Sano, Taisuke Kokusho, Kazumasa Horie, Junya Furuki, Yoko Suzuki, Takashi Abe, and Hiroyuki Kitagawa
- Organizer
  The 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28089
[Presentation] 確定レム睡眠のリアルタイム自動検出2025
- Author(s)
  佐野史弥, 国生泰資, 堀江和正, 古木淳也, 鈴木陽子, 阿部高志, 北川博之
- Organizer
  第17回データ工学と情報マネジメントに関するフォーラム (DEIM 2025)
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage Scoring2025
- Author(s)
  Ryuhei Kawabata, Kazumasa Horie, Philippe Lalanda, Hiroyuki Kitagawa
- Organizer
  The 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28089
[Presentation] Real-time Automatic Detection of Definite-REM Sleep2025
- Author(s)
  Fumiya Sano, Taisuke Kokusho, Kazumasa Horie, Junya Furuki, Yoko Suzuki, Takashi Abe, Hiroyuki Kitagawa
- Organizer
  The13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage Scoring2025
- Author(s)
  Ryuhei Kawabata, Kazumasa Horie, Philippe Lalanda, Hiroyuki Kitagawa
- Organizer
  The13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Label-Efficient Self-Supervised Learning for Sleep Stage Classification Using Multi-Channel In-Home EEG Data2025
- Author(s)
  Vijdan Khalique, Zhengting Wang, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Organizer
  The13th IEEE International Conference on Healthcare Informatics (IEEE ICHI2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] 睡眠ステージ自動判定における睡眠時無呼吸症候群の重症度を踏まえた深層学習処理の切替機構の開発2024
- Author(s)
  川畑竜平, 堀江和正, 北川博之
- Organizer
  第16回データ工学と情報マネジメントに関するフォーラム (DEIM 2024)
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Sleep and Arousal Scoring for In-home EEG Signals: A Multitask Learning Approach2024
- Author(s)
  Juan Carlos Neira Almanza, Leo Ota, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Organizer
  The 12th IEEE International Conference on Healthcare Informatics (IEEE ICHI2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28089
[Presentation] Automatic Sleep Stage Classification for Sleep Apnea Patients Using an In-home Sleep Electroencephalography Device2024
- Author(s)
  Saki Tsumoto, Jaehoon Seol, Kazumasa Horie, Fusae Kawana, Morie Tominaga, Shigeru Chiba, Hideaki Kondo, Hiroyuki Yoshimine, Masaki Matsubara, Atsuyuki Morishima, Masahi Yanagisawa, Hiroyuki Kitagawa
- Organizer
  Workshop on Big Data and AI for Healthcare, Co-located with 2024 IEEE International Conference on Big Data (IEEE BigData 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Automated Generation of Narrative Sleep Reports Utilizing Portable Electroencephalogram Data through ChatGP2024
- Author(s)
  Saki Tsumoto, Fusae Kawana, Kazumasa Horie, Minori Masaki, Kei Nishida, Kazuya Miyanishi, Jaehoon Seol, Morie Tominaga, Takashi Amemiya, Tetsuro Hiei, Akihiro Tani, Masaki Matsubara, Atsuyuki Morishima, Hiroyuki Kitagawa, Masashi Yanagisawa
- Organizer
  The 12th IEEE International Conference on Healthcare Informatics (IEEE ICHI 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] リアルタイム睡眠ステージ判定システムの開発と評価2024
- Author(s)
  国生泰資, 堀江和正, 鈴木陽子, 阿部高志, 北川博之
- Organizer
  第16回データ工学と情報マネジメントに関するフォーラム (DEIM 2024)
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] 睡眠ステージ自動判定における，患者の年齢を踏まえた深層学習処理の切替機構の開発2024
- Author(s)
  川畑竜平, 堀江和正, 北川博之
- Organizer
  情報処理学会第86回全国大会 (IPSJ全国大会 2024
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] レム睡眠のリアルタイム自動検出に関する研究2024
- Author(s)
  佐野史弥, 国生泰資, 堀江和正, 古木淳也, 鈴木陽子, 阿部高志, 北川博之
- Organizer
  第16回データ工学と情報マネジメントに関するフォーラム (DEIM 2024)
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] 在宅脳波計測デバイスを用いた睡眠時無呼吸患者の自動睡眠ステージ判定2024
- Author(s)
  津本紗希, Jaehoon Seol, 堀江和正, 川名ふさ江, 富永杜絵, 千葉滋, 近藤英明, 吉嶺裕之, 松原正樹, 森嶋厚行, 北川博之, 柳沢正史
- Organizer
  日本睡眠学会第48回定期学術集会
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Sleep and Arousal Scoring for In-home EEG Signals: A Multitask Learning Approach2024
- Author(s)
  Juan Carlos Neira Almanza, Leo Ota, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
- Organizer
  The 12th IEEE International Conference on Healthcare Informatics (IEEE ICHI 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Automated Generation of Narrative Sleep Reports Utilizing Portable Electroencephalogram Data through ChatGPT2024
- Author(s)
  Saki Tsumoto, Fusae Kawana, Kazumasa Horie, Minori Masaki, Kei Nishida, Kazuya Miyanishi, Jaehoon Seol, Morie Tominaga, Takashi Amemiya, Tetsuro Hiei, Akihiro Tani, Masaki Matsubara, Atsuyuki Morishima, Hiroyuki Kitagawa, Masashi Yanagisawa
- Organizer
  The 12th IEEE International Conference on Healthcare Informatics (IEEE ICHI2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28089
[Presentation] 睡眠ステージ判定を対象としたエンコーダ・デコーダモデルによる脳波信号オーグメンテーショ2024
- Author(s)
  大宮直樹, 堀江和正, 北川博之
- Organizer
  第16回データ工学と情報マネジメントに関するフォーラム (DEIM 2024)
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] リアルタイム睡眠ステージ判定システムの開発と評価2024
- Author(s)
  国生泰資, 堀江和正, 鈴木陽子, 阿部高志, 北川博之
- Organizer
  第16回データ工学と情報マネジメントに関するフォーラム (DEIM 2024)
- Data Source
  KAKENHI-PROJECT-23K28089
[Presentation] レム睡眠のリアルタイム自動検出に関する研究2024
- Author(s)
  佐野史弥, 国生泰資, 堀江和正, 古木淳也, 鈴木陽子, 阿部高志, 北川博之
- Organizer
  第16回データ工学と情報マネジメントに関するフォーラム (DEIM 2024)
- Data Source
  KAKENHI-PROJECT-23K28089
[Presentation] 特徴波の発生タイミングを考慮したモデルによる睡眠ステージ判定精度の向上とエポックフリーなステージ判定2023
- Author(s)
  山田空, 堀江和正, 北川博之
- Organizer
  第15回データ工学と情報マネジメントに関するフォーラム (DEIM 2023)
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] リアルタイム性を考慮した自動睡眠ステージ判定システムの設計2023
- Author(s)
  国生泰資, 山田空, 堀江和正, 阿部高志, 北川博之
- Organizer
  第15回データ工学と情報マネジメントに関するフォーラム (DEIM 2023)
- Data Source
  KAKENHI-PROJECT-19H04114
[Presentation] 睡眠ステージ判定のためのスタイル変換に基づく脳波信号のノイズ・個人差除2023
- Author(s)
  大宮直樹, 堀江和正, 北川博之
- Organizer
  第15回データ工学と情報マネジメントに関するフォーラム (DEIM 2023)
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] 睡眠ステージ判定のためのスタイル変換に基づく脳波信号のノイズ・個人差除去2023
- Author(s)
  大宮直樹, 堀江和正, 北川博之
- Organizer
  第15回データ工学と情報マネジメントに関するフォーラム
- Data Source
  KAKENHI-PROJECT-19K20334
[Presentation] リアルタイム性を考慮した自動睡眠ステージ判定システムの設計2023
- Author(s)
  国生泰資, 山田空, 堀江和正, 阿部高志, 北川博之
- Organizer
  第15回データ工学と情報マネジメントに関するフォーラム (DEIM 2023)
- Data Source
  KAKENHI-PROJECT-22K19802
[Presentation] Flow-base モデルを用いた文のスタイル変換2020
- Author(s)
  江畑拓哉, 堀江和正, 北川博之
- Organizer
  第12回データ工学と情報マネジメントに関するフォーラム (DEIM 2020)
- Data Source
  KAKENHI-PROJECT-19K22859
[Presentation] マウス睡眠ステージ判定課題における深層学習を用いたノイズの分析2020
- Author(s)
  住谷雄樹, 堀江和正, 北川博之
- Organizer
  第12回データ工学と情報マネジメントに関するフォーラム (DEIM 2020)
- Data Source
  KAKENHI-PROJECT-19K22859
[Presentation] Application of the selective desensitization neural network to concept drift problems2019
- Author(s)
  Ichiba, T., Horie, K., Someno, S., Aki, T and Morita, M.
- Organizer
  2019 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03304
[Presentation] Improving time series prediction by the selective desensitization neural network based on synaptic weight analysis2019
- Author(s)
  Someno, S., Horie, K., Ichiba, T., Aki, T and Morita, M.
- Organizer
  2019 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03304

1. Kitagawa Hiroyuki (00204876)

# of Collaborated Projects: 6 results

# of Collaborated Products: 44 results
2. 塩川浩昭 (90775248)

# of Collaborated Projects: 3 results

# of Collaborated Products: 1 results
3. 阿部高志 (00549644)

# of Collaborated Projects: 3 results

# of Collaborated Products: 8 results
4. 天笠俊之 (70314531)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
5. Morita Masahiko (00222349)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
6. 井澤淳 (20582349)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 川崎真弘 (40513370)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 早瀬康裕 (40423090)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 橋本武彦 (80910760)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Horie Kazumasa 堀江 和正

HORIE Kazumasa 堀江 和正

Research Projects

Research Products

Co-Researchers

家庭用睡眠計を用いたパーキンソン病スクリーニング基盤技術の開発Principal Investigator

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脳波を用いた睡眠中の夢の感情推定：No-report paradigm創出に向けた挑戦

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Fine-Grained Real-Time Sleep Stream Analysis Using Self-Supervised Learning

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Complex Big Data Processing Framework for Pervasice Traceability

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Development of a Deep Learning Architecture with a Switching Mechanism for Biosignal Recognition, Considering Subject Variability and Measurement ConditionsPrincipal Investigator

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Real-time Emotion Analysis during Sleep using Sleep Sensing Stream Systems

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Automatic Generation of Biometric Data Incorporating Individual Characteristics by Deep Learning

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Development of Noise Reduction Techniques Using Adversarial Generative Networks and Their Application to Biological SignalsPrincipal Investigator

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Research on Augmented Real Big Data Processing Frameworks with High-level Virtualization Facilities

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Establishment of Situation-Adaptive Learning Technology Using Shallow Neural Networks and Its Application to Personal Assistance Systems.

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[Journal Article] Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage Scoring2025

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[Journal Article] Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage Scoring2025

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[Journal Article] Real-time Automatic Detection of Definite-REM Sleep2025

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[Journal Article] Label-Efficient Self-Supervised Learning for Sleep Stage Classification Using Multi-Channel In-Home EEG Data2025

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Horie Kazumasa 堀江和正

HORIE Kazumasa 堀江和正