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鬱病診断の最適化: fNIRSと機械学習は単極性,双極性,健康状態を区別する

Jiayun Zhu1, Boyuan Wu1, Lan Mou2

  • 1School of Information Engineering, Huzhou University, Huzhou, China.

Journal of affective disorders
|January 1, 2026
PubMed
まとめ

No abstract available in PubMed .

キーワード:
双極 - 単極差別診断機能的近赤外線スペクトロスコーピー (fNIRS)機械学習重度のうつ病 (MDD)

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Bipolar Disorder01:30

Bipolar Disorder

Bipolar disorder is a chronic mental health condition marked by significant mood fluctuations, including episodes of mania and depression. Elevated energy levels, heightened mood or irritability, impulsive behavior, reduced sleep needs, rapid speech, racing thoughts, inflated self-esteem, and distractibility characterize mania. Individuals with bipolar disorder often alternate between depressive and manic states, with periods of emotional stability lasting an average of six months to a year.
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