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HATA MASAHIRO  畑 真弘

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Hata masahiro  畑 真弘

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Researcher Number 80816223
Other IDs
Affiliation (Current) 2025: 大阪大学, 大学院医学系研究科, 講師
Affiliation (based on the past Project Information) *help 2025: 大阪大学, 大学院医学系研究科, 講師
2023: 大阪大学, 大学院医学系研究科, 講師
2022 – 2023: 大阪大学, 大学院医学系研究科, 助教
2019 – 2021: 大阪大学, 医学系研究科, 助教
Review Section/Research Field
Principal Investigator
Basic Section 52030:Psychiatry-related
Except Principal Investigator
Basic Section 52030:Psychiatry-related / Basic Section 58060:Clinical nursing-related
Keywords
Principal Investigator
予後予測 / 診断 / 神経生理学 / アルツハイマー型認知症 / 神経心理学 / レビー小体型認知症 / 深層学習 / 機械学習 / 脳波 / 認知症 … More
Except Principal Investigator
… More 機械学習 / 脳波 / 周術期管理 / 術後せん妄 / リスクアセスメント / 検出 / 予測 / 心臓血管外科 / せん妄 / 神経生理 / 反復経頭蓋磁気刺激治療 / うつ病 / 反復経頭蓋磁気刺激 / AI / 深層学習 / 作業療法 / ディープラーニング / 人工知能 / 認知症 / 統合失調症 / 脳磁図 Less
  • Research Projects

    (5 results)
  • Research Products

    (32 results)
  • Co-Researchers

    (21 People)
  •  ウェアラブル脳波に深層学習を適用した汎用的で高精度な認知症疾患識別技術の開発Principal Investigator

    • Principal Investigator
      畑 真弘
    • Project Period (FY)
      2025 – 2028
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 52030:Psychiatry-related
    • Research Institution
      The University of Osaka
  •  Development of a machine learning model to predict of delirium in cardiac surgery using preoperative data and EEG

    • Principal Investigator
      吉田 靖
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 58060:Clinical nursing-related
    • Research Institution
      Osaka University
  •  うつ病へのrTMS治療の機序を解明し効果予測指標を確立する包括的神経生理学的研究

    • Principal Investigator
      高橋 隼
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 52030:Psychiatry-related
    • Research Institution
      Osaka University
      Wakayama Medical University
  •  The Demonstrative Study on the Utility of Resting-State EEG for the Diagnosis and Prognosis Prediction of Lewy Body DementiaPrincipal Investigator

    • Principal Investigator
      Hata masahiro
    • Project Period (FY)
      2020 – 2023
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 52030:Psychiatry-related
    • Research Institution
      Osaka University
  •  Development of a diagnostic and severity assessment method for schizophrenia by AI analysis using EEG and MEG

    • Principal Investigator
      Ryouhei Ishii
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 52030:Psychiatry-related
    • Research Institution
      Osaka Metropolitan University
      Osaka Prefecture University

All 2024 2023 2022 2021 2020 2019

All Journal Article Presentation

  • [Journal Article] A deep learning model for the detection of various dementia and MCI pathologies based on resting-state electroencephalography data: A retrospective multicentre study.2024

    • Author(s)
      Watanabe Y, Miyazaki Y, Hata M, Fukuma R, Aoki Y, Kazui H, Araki T, Taomoto D, Satake Y, Suehiro T, Sato S, Kanemoto H, Yoshiyama K, Ishii R, Harada T, Kishima H, Ikeda M, Yanagisawa T.
    • Journal Title

      Neural Netw

      Volume: 171 Pages: 242-250

    • DOI

      10.1016/j.neunet.2023.12.009

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K11453, KAKENHI-PROJECT-21K07260, KAKENHI-PROJECT-20K16648, KAKENHI-PROJECT-18H04085, KAKENHI-PROJECT-20H05705, KAKENHI-PROJECT-23K24682
  • [Journal Article] Correlation between frailty and reduction in cortical thickness in patients with chronic obstructive pulmonary disease2024

    • Author(s)
      Fukatsu-Chikumoto Ayumi、Hirano Tsunahiko、Takahashi Shun、Ishida Takuya、Yasuda Kasumi、Donishi Tomohiro、Suga Kazuyoshi、Doi Keiko、Oishi Keiji、Ohata Shuichiro、Murata Yoriyuki、Yamaji Yoshikazu、Asami-Noyama Maki、Edakuni Nobutaka、Kakugawa Tomoyuki、Matsunaga Kazuto
    • Journal Title

      Scientific Reports

      Volume: 14 Issue: 1 Pages: 6106-6106

    • DOI

      10.1038/s41598-024-53933-0

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K07484, KAKENHI-PROJECT-23K07628, KAKENHI-PROJECT-18K08145, KAKENHI-PROJECT-21K08180
  • [Journal Article] EEG resting-state networks in Alzheimer’s disease associated with clinical symptoms2023

    • Author(s)
      Aoki Yasunori、Takahashi Rei、Suzuki Yuki、Pascual-Marqui Roberto D.、Kito Yumiko、Hikida Sakura、Maruyama Kana、Hata Masahiro、Ishii Ryouhei、Iwase Masao、Mori Etsuro、Ikeda Manabu
    • Journal Title

      Scientific Reports

      Volume: 13 Issue: 1 Pages: 3964-3964

    • DOI

      10.1038/s41598-023-30075-3

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K07519, KAKENHI-PROJECT-20K16648
  • [Journal Article] Frontal midline theta rhythm and gamma activity measured by sheet-type wearable EEG device2023

    • Author(s)
      Keita Ueno, Ryouhei Ishii, Masaya Ueda, Takuma Yuri, China Shiroma, Masahiro Hata, Yasuo Naito
    • Journal Title

      Frontiers in Human Neuroscience

      Volume: 17 Pages: 1145282-1145282

    • DOI

      10.3389/fnhum.2023.1145282

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K16648, KAKENHI-PROJECT-22K21212, KAKENHI-PROJECT-20K11288, KAKENHI-PROJECT-22K11453
  • [Journal Article] Development of postoperative delirium prediction models in patients undergoing cardiovascular surgery using machine learning algorithms2023

    • Author(s)
      Nagata Chie、Hata Masahiro、Miyazaki Yuki、Masuda Hirotada、Wada Tamiki、Kimura Tasuku、Fujii Makoto、Sakurai Yasushi、Matsubara Yasuko、Yoshida Kiyoshi、Miyagawa Shigeru、Ikeda Manabu、Ueno Takayoshi
    • Journal Title

      Scientific Reports

      Volume: 13 Issue: 1

    • DOI

      10.1038/s41598-023-48418-5

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K10839
  • [Journal Article] Precise Discrimination for Multiple Etiologies of Dementia Cases Based on Deep Learning with Electroencephalography2023

    • Author(s)
      Hata M、Watanabe Y、Tanaka T、Awata K、Miyazaki Y、Fukuma R、Taomoto D、Satake Y、Suehiro T、Kanemoto H、Yoshiyama K、Iwase M、Ikeda S、Nishida K、Takekita Y、Yoshimura M、Ishii R、Kazui H、Harada T、Kishima H、Ikeda M、Yanagisawa T
    • Journal Title

      Neuropsychobiology

      Volume: 82 Issue: 2 Pages: 81-90

    • DOI

      10.1159/000528439

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K07519, KAKENHI-PROJECT-22K11453, KAKENHI-PROJECT-20K16648, KAKENHI-PROJECT-21K15754, KAKENHI-PROJECT-19K08017, KAKENHI-PROJECT-18H04085
  • [Journal Article] Predicting postoperative delirium after cardiovascular surgeries from preoperative portable electroencephalography oscillations2023

    • Author(s)
      Hata Masahiro、Miyazaki Yuki、Nagata Chie、Masuda Hirotada、Wada Tamiki、Takahashi Shun、Ishii Ryouhei、Miyagawa Shigeru、Ikeda Manabu、Ueno Takayoshi
    • Journal Title

      Frontiers in Psychiatry

      Volume: 14 Pages: 1287607-1287607

    • DOI

      10.3389/fpsyt.2023.1287607

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K07484, KAKENHI-PROJECT-22K10839, KAKENHI-PROJECT-20K16648
  • [Journal Article] Cortical electrical activity changes in healthy aging using EEG-eLORETA analysis2022

    • Author(s)
      Yasunori Aoki, Masahiro Hata, Masao Iwase, Ryouhei Ishii, Roberto D. Pascual-Marqui, Takufumi Yanagisawa, Haruhiko Kishima, Manabu Ikeda
    • Journal Title

      Neuroimage: Reports

      Volume: 2 Issue: 4 Pages: 100143-100143

    • DOI

      10.1016/j.ynirp.2022.100143

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K16648, KAKENHI-PROJECT-18H04085
  • [Journal Article] Parietal Gamma Band Oscillation Induced by Self-Hand Recognition2022

    • Author(s)
      Ueda Masaya、Ueno Keita、Inamoto Takashi、Shiroma China、Hata Masahiro、Ishii Ryouhei、Naito Yasuo
    • Journal Title

      Brain Sciences

      Volume: 12 Issue: 2 Pages: 272-272

    • DOI

      10.3390/brainsci12020272

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K11288, KAKENHI-PROJECT-19K08017
  • [Journal Article] Normalized Power Variance: A new Field Orthogonal to Power in EEG Analysis2022

    • Author(s)
      Aoki Yasunori、Kazui Hiroaki、Pascual-Marqui Roberto D.、Bru?a Ricardo、Yoshiyama Kenji、Wada Tamiki、Kanemoto Hideki、Suzuki Yukiko、Suehiro Takashi、Satake Yuto、Yamakawa Maki、Hata Masahiro、Canuet Leonides、Ishii Ryouhei、Iwase Masao、Ikeda Manabu
    • Journal Title

      Clinical EEG and Neuroscience

      Volume: 16 Issue: 6 Pages: 1-6

    • DOI

      10.1177/15500594221088736

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K08017, KAKENHI-PROJECT-21K07519
  • [Journal Article] 【認知症診療の新潮流-近未来の認知症診療に向けて】認知症診療における脳波検査の新たな役割への期待2022

    • Author(s)
      畑 真弘, 宮崎 友希, 池田 学
    • Journal Title

      精神医学

      Volume: 64 Pages: 885-891

    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Journal Article] No adverse events were observed in clozapine‐treated patients on extended hematologic monitoring intervals during the coronavirus pandemic in four psychiatric centers in Japan2021

    • Author(s)
      Hata Masahiro、Fujimoto Michiko、Kanai Koji、Yoshiyama Kenji、Nakatani Yoshitaka、et al.
    • Journal Title

      Neuropsychopharmacology Reports

      Volume: 41 Issue: 2 Pages: 179-184

    • DOI

      10.1002/npr2.12166

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K07945, KAKENHI-PROJECT-20K16648
  • [Journal Article] 安静時脳波・脳磁図に深層学習を用いた認知症診断2021

    • Author(s)
      柳澤 琢史(大阪大学 高等共創研究院), 畑 真弘, 福間 良平, 石井 良平, 吉山 顕次, 原田 達也, 池田 学, 貴島 晴彦
    • Journal Title

      日本脳神経外科認知症学会誌

      Volume: 1 Pages: 1-6

    • NAID

      130007994969

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Journal Article] 作業療法と非侵襲的脳刺激法に関する最新の知見2021

    • Author(s)
      上野慶太 城間千奈 上田将也 稲本尊 畑真弘 内藤泰男 石井良平
    • Journal Title

      最新精神医学

      Volume: 26 Pages: 433-438

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K08017
  • [Journal Article] 作業療法と非侵襲的脳刺激法に関する最新の知見2021

    • Author(s)
      上野 慶太, 城間 千奈, 上田 将也, 稲本 尊, 畑 真弘, 内藤 泰男, 石井 良平
    • Journal Title

      最新精神医学

      Volume: 26 Pages: 433-438

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Journal Article] Normalized power variance of eLORETA at high-convexity area predicts shunt response in idiopathic normal pressure hydrocephalus2020

    • Author(s)
      Aoki Yasunori、Kazui Hiroaki、Bru?a Ricardo、Pascual-Marqui Roberto D.、Yoshiyama Kenji、Wada Tamiki、Kanemoto Hideki、Suzuki Yukiko、Suehiro Takashi、Matsumoto Takuya、Kakeda Kyosuke、Hata Masahiro、Canuet Leonides、Ishii Ryouhei、Iwase Masao、Ikeda Manabu
    • Journal Title

      Scientific Reports

      Volume: 10 Issue: 1 Pages: 13054-13054

    • DOI

      10.1038/s41598-020-70035-9

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K08017, KAKENHI-PROJECT-19K08045, KAKENHI-PROJECT-20K16648, KAKENHI-PROJECT-19H03585
  • [Journal Article] 多技術を駆使した認知症診断バイオマーカー開発 認知症診断における神経生理学の応用(会議録)2020

    • Author(s)
      畑 真弘, 数井 裕光, 田中 稔久, 青木 保典, 池田 俊一郎, 吉山 顕次, 鐘本 英輝, 末廣 聖, 岩瀬 真生, 石井 良平, 柳澤 琢史, 池田 学
    • Journal Title

      老年精神医学雑誌

      Volume: 31 Pages: 117-117

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Journal Article] 精神神経疾患の脳波による診断技術の開発(会議録)2020

    • Author(s)
      柳澤 琢史, 畑 真弘, 三浦 慎平, 福間 良平, 石井 良平, 吉山 顕次, 池田 学, 貴島 晴彦
    • Journal Title

      臨床神経生理学

      Volume: 48 Pages: 354-354

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Journal Article] Event-related potentials as possible indicators of behavioral intervention outcome in tic disorders2019

    • Author(s)
      Ishii Ryouhei、Hata Masahiro
    • Journal Title

      Clinical Neurophysiology

      Volume: 印刷中 Issue: 6 Pages: 1027-1028

    • DOI

      10.1016/j.clinph.2019.04.001

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16K10214, KAKENHI-PROJECT-19K08017
  • [Presentation] レビー小体型認知症の認知機能の変動に関連する脳波律動の変化 パッチ式脳波計を用いた検討2023

    • Author(s)
      宮崎 友希, 畑 真弘, 大森 久樹, 平島 温也, 垰夲 大喜, 竹田 佳世, 吉山 顕次, 高橋 隼, 池田 学
    • Organizer
      第25回日本薬物脳波学会
    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Presentation] レビー小体型認知症の認知の変動に関連する脳波律動の変化 2症例による検討2023

    • Author(s)
      宮崎 友希, 畑 真弘, 大森 久樹, 平島 温也, 垰夲 大喜, 竹田 佳世, 吉山 顕次, 高橋 隼, 池田 学
    • Organizer
      第42回認知症学会
    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Presentation] 機械学習を用いた心臓血管外科術後せん妄の予測モデルの構築2023

    • Author(s)
      長田知恵、桝田浩禎、畑真弘、宮崎友希、上野高義
    • Organizer
      第87回日本循環器学会学術集会
    • Data Source
      KAKENHI-PROJECT-22K10839
  • [Presentation] シート型脳波計の認知症診療への応用.2022

    • Author(s)
      畑真弘
    • Organizer
      第52回日本臨床神経生理学会
    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Presentation] 認知症診療におけるシート型脳波計の応用.2022

    • Author(s)
      畑真弘
    • Organizer
      第24回ヒト脳機能マッピング学会
    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Presentation] シート型脳波計を用いたFrontal midline theta rhythmの測定可能性の検証と他の周波数帯域の特徴の考察2021

    • Author(s)
      上野慶太 城間千奈 石原務 上田将也 畑真弘 石井良平 内藤泰男
    • Organizer
      第51回日本臨床神経生理学会学術大会
    • Data Source
      KAKENHI-PROJECT-19K08017
  • [Presentation] 認知症診療におけるシート型脳波計の応用2021

    • Author(s)
      畑 真弘
    • Organizer
      第24回ヒト脳機能マッピング学会
    • Invited
    • Data Source
      KAKENHI-PROJECT-20K16648
  • [Presentation] シート型脳波計による手指把握運動に関連した脳波成分の測定と解析 -手指把握運動時と運動終了後脱力時,安静時の前額部脳波の比較-2021

    • Author(s)
      上野慶太 稲本尊 城間千奈 上田将也 畑真弘 石井良平 内藤泰男
    • Organizer
      第15回日本作業療法研究学会学術大会
    • Data Source
      KAKENHI-PROJECT-19K08017
  • [Presentation] 高頻度反復経頭蓋磁気刺激による持続的注意の増強と脳内ネットワーク活動の相関2020

    • Author(s)
      石井 良平, 池田 俊一郎, レザ・カゼミ , 畑 真弘, パスカル・マルキ・ロベルト , 上田 将也, 上野 慶太, 内藤 泰男
    • Organizer
      第50回日本臨床神経生理学会 国立京都国際会館 2020/11/26-28
    • Data Source
      KAKENHI-PROJECT-19K08017
  • [Presentation] 第14回日本作業療法研究学会優秀演題賞2020

    • Author(s)
      上野慶太、石原務、上田将也、由利拓真、堀川陽一郎、小見山実奈 、城間千奈、西岡友花、畑真弘、石井良平、内藤泰男
    • Organizer
      第14回日本作業療法研究学会 ウェブ開催 2020/11/14-15
    • Data Source
      KAKENHI-PROJECT-19K08017
  • [Presentation] 自己の手への参照処理過程に関連する頭頂部ガンマ帯域活動の検討2020

    • Author(s)
      上田 将也, 石井 良平, 畑 真弘, 上野 慶太, 内藤 泰男
    • Organizer
      第50回日本臨床神経生理学会 国立京都国際会館 2020/11/26-28
    • Data Source
      KAKENHI-PROJECT-19K08017
  • [Presentation] 精神神経疾患の脳波による診断技術の開発2020

    • Author(s)
      柳澤 琢史, 畑 真弘, 三浦 慎平, 福間 良平, 石井 良平, 吉山 顕次, 池田 学, 貴島 晴彦
    • Organizer
      第50回日本臨床神経生理学会 国立京都国際会館 2020/11/26-28
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K08017
  • [Presentation] 多技術を駆使した認知症診断バイオマーカー開発 認知症診断における神経生理学の応用2020

    • Author(s)
      畑 真弘, 数井 裕光, 田中 稔久, 青木 保典, 池田 俊一郎, 吉山 顕次, 鐘本 英輝, 末廣 聖, 岩瀬 真生, 石井 良平, 柳澤 琢史, 池田 学
    • Organizer
      第35回日本老年精神医学会
    • Data Source
      KAKENHI-PROJECT-20K16648
  • 1.  池田 学 (60284395)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 5 results
  • 2.  Ryouhei Ishii (40372619)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 12 results
  • 3.  岩瀬 真生 (60362711)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 4 results
  • 4.  柳澤 琢史 (90533802)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  内藤 泰男 (40342224)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 7 results
  • 6.  田中 宏明 (60364030)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  高橋 隼 (10508021)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 8.  辻 富基美 (10347586)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  石田 卓也 (10549728)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 10.  喜多 彬 (20735914)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 11.  池田 俊一郎 (40772231)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 12.  山田 信一 (70549716)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  今津 伸一 (70896638)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  山本 眞弘 (80423937)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 15.  吉田 靖 (30532519)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 16.  上野 高義 (60437316)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 17.  桝田 浩禎 (80793918)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 18.  YANAGISAWA Takufumi
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 19.  稲本 尊
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 20.  上田 将也
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 21.  藤本 美智子
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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