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 (81)：

Masahiro Hata, Yuki Miyazaki, Kohji Mori, Kenji Yoshiyama, Shoshin Akamine, Hideki Kanemoto, Shiho Gotoh, Hisaki Omori, Atsuya Hirashima, Yuto Satake, et al. Screening of Aβ and phosphorylated tau status in the cerebrospinal fluid through machine learning analysis of portable electroencephalography data. Scientific Reports. 2025. 15. 1
Hisaki Omori, Yuto Satake, Shunsuke Sato, Daiki Ishimaru, Masahiro Hata, Manabu Ikeda. Delusional jealousy and psychological factors in very late-onset schizophrenia-like psychosis with positive result of Lewy body disease biomarker: a case report. Psychogeriatrics. 2025
Yuta Nakagawa, Yuto Satake, Masahiro Hata, Manabu Ikeda. Anterograde amnesia recurrence in temporal lobe epilepsy with amygdala-enlargement. BMJ case reports. 2024. 17. 12
Yuki Miyazaki, Masahiro Hata, Hisaki Omori, Atsuya Hirashima, Yuta Nakagawa, Mitsuhiro Eto, Shun Takahashi, Manabu Ikeda. Performance of ChatGPT-4o on the Japanese Medical Licensing Examination: Evalution of Accuracy in Text-Only and Image-Based Questions. JMIR Medical Education. 2024. 10. e63129
Masahiro Hata, Takufumi Yanagisawa, Yuki Miyazaki, Hisaki Omori, Atsuya Hirashima, Yuta Nakagawa, Mitsuhiro Eto, Kenji Yoshiyama, Hideki Kanemoto, Byambadorj Nyamradnaa, et al. Accurate deep-learning model to differentiate dementia severity and diagnosis using a portable electroencephalography device. 2024

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MISC (102)：

大藏裕平, 佐竹祐人, 末廣聖, 梅田寿美代, 繁信和恵, 繁信和恵, 工藤喬, 鈴木由貴, 高橋励, 森悦朗, et al. Lecanemab One Osaka Project:LooPの取り組みについて. Dementia Japan. 2024. 38. 4
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

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Work history (2)：

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