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Updated: May 6, 2026

Functional Near Infrared Spectroscopy of the Sensory and Motor Brain Regions with Simultaneous Kinematic and EMG Monitoring During Motor Tasks
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Functional Near Infrared Spectroscopy of the Sensory and Motor Brain Regions with Simultaneous Kinematic and EMG Monitoring During Motor Tasks

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MAMBAxBrain：脳機能ダイナミクスと個人の特性、認知状態、疾患状態を結びつけるマルチタスクニューラルフレームワーク

Yuqing Xia, Fahimeh Arab, Urmi Saha

    bioRxiv : the preprint server for biology
    |February 23, 2026
    PubMed
    まとめ

    新しいモデルであるMAMBAxBrainは、機能的磁気共鳴画像法（fMRI）を使用して複数のタスクの脳活動を分析します。このアプローチは、認知を正確にデコードし、統合失調症を特定し、タスク固有の脳回路を明らかにします。

    キーワード:
    MAMBAxBrainfMRI脳機能ダイナミクス脳の個別化認知デコーディング統合失調症分類マルチタスク学習ニューラルネットワークMambaアーキテクチャ機能的接続性

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