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Updated: Feb 16, 2026

Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
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Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy

Published on: August 5, 2014

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MS-STFNN: fMRIベースのうつ病診断のための多次元空間時間融合ニューラルネットワーク

Mengni Zhou1, Miaofeng Wang2, Rongkun Mi3

  • 1School of Software, Taiyuan University of Technology, Taiyuan, 030024, China; Research Center for Medical Artificial Intelligence, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.

Neural networks : the official journal of the International Neural Network Society
|February 14, 2026
PubMed
まとめ

新しいディープラーニングモデルは,fMRIからの多層次脳活動パターンを用いて,メジャーうつ病 (MDD) のサブタイプを効果的に診断します. このアプローチは,主観的なスケールを超えた客観的な診断の洞察を提供します.

キーワード:
ダイナミックな機能的な接続性グラフニューラルネットワークメジャーうつ病障害 メジャーうつ病障害fMRIは,fMRIによって行われます.

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