Hata Masahiro

Affiliation and department：

Research field (1)： Psychiatry

Research keywords (3)：認知症 , 臨床神経生理学 , 精神医学

Research theme for competitive and other funds (4)：

2022 - 2025 Development of a machine learning model to predict of delirium in cardiac surgery using preoperative data and EEG
2021 - 2024 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
2020 - 2024 安静時脳波を用いたレビー小体型認知症の診断・予後予測に関する有用性の実証研究
2019 - 2022 脳波・脳磁図を用いたAI解析による統合失調症の診断・重症度評価法の開発

Papers (73)：

Hisaki Omori, Masahiro Hata, Matasaburo Kobayashi, Yuki Miyazaki, Atsuya Hirashima, Shun Takahashi, Manabu Ikeda. A case with temporal spikes on electroencephalography induced by over 80 sessions of electroconvulsive therapy. Psychiatry and Clinical Neurosciences Reports. 2024
Masahiro Hata, Yuto Satake, Yuki Miyazaki, Hisaki Omori, Atsuya Hirashima, Hideki Kanemoto, Kenji Yoshiyama, Shun Takahashi, Manabu Ikeda. Hidden cases of epilepsy in cognitive impairment clinics: Exploring the use of a portable device for simplified electroencephalography testing. Epilepsy & Behavior Reports. 2024. 100701-100701
Yuki Miyazaki, Masahiro Hata, Hisaki Omori, Atsuya Hirashima, Yuta Nakagawa, Mitsuhiro Eto, Shun Takahashi, Manabu Ikeda. Performance and Errors of ChatGPT-4o on the Japanese Medical Licensing Examination: Solving All Questions Including Images with Over 90% Accuracy (Preprint). 2024
Masahiro Hata, Yuki Miyazaki, Kohji Mori, Kenji Yoshiyama, Shoshin Akamine, Hideki Kanemoto, Shiho Gotoh, Hisaki Omori, Atsuya Hirashima, Yuto Satake, et al. Utilizing portable electroencephalography to screen for pathology of Alzheimer’s disease: a methodological advancement in diagnosis of neurodegenerative diseases. Frontiers in Psychiatry. 2024. 15
Yusuke Watanabe, Yuki Miyazaki, Masahiro Hata, Ryohei Fukuma, Yasunori Aoki, Hiroaki Kazui, Toshihiko Araki, Daiki Taomoto, Yuto Satake, Takashi Suehiro, et al. A deep learning model for the detection of various dementia and MCI pathologies based on resting-state electroencephalography data: A retrospective multicentre study. Neural Networks. 2024. 171. 242-250

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MISC (101)：

鐘本英輝, 宮本勝哉, 小泉冬木, 小泉冬木, 畑真弘, 吉山顕次, 池田学. 幻覚妄想が顕著なレビー小体型認知症患者のパーキンソニズムへの薬物治療が奏効した2症例. 老年精神医学雑誌. 2024. 35
大森久樹, 大森久樹, 佐竹祐人, 佐藤俊介, 石丸大貴, 間宮由真, 畑真弘, 池田学. 薬物療法と環境変化により症状の改善がみられた老年期精神病の1例. 精神神経学雑誌. 2024. 126. 2
金井晴香, 佐藤俊介, 佐竹祐人, 平島温也, 平島温也, 戸田成美, 戸田成美, 畑真弘, 池田学. 強い興奮,焦燥に対して薬物療法が奏効したレビー小体型認知症の1例. 精神神経学雑誌. 2024. 126. 2
畑真弘, 宮崎友希, 池田学. The application of sheet-type electroencephalography in the clinical practice of dementia. 精神科治療学. 2024. 39. 6
柳澤琢史, 畑真弘, 渡邊裕亮, 福間良平, 青木保典, 數井裕光, 宮崎友希, 石井良平, 吉山顕次, 貴島晴彦, et al. 認知症研究の最前線安静時脳波による認知症の自動診断. 臨床神経生理学. 2023. 51. 5. 438-438

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Work history (2)：

2024/04 - 現在大阪大学大学院医学系研究科精神医学教室講師
2017/10 - 2024/03 Osaka University Graduate School of Medicine

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