Deep learning based diagnosis of Parkinson’s Disease using diffusion magnetic resonance imaging

The diagnostic performance of a combined architecture on Parkinson’s disease using diffusion tensor imaging was evaluated. A convolutional neural network was trained from multiple parcellated brain regions. A greedy algorithm was proposed to combine the models from individual regions into a complex...

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Veröffentlicht in:Brain imaging and behavior 2022-08, Vol.16 (4), p.1749-1760
Hauptverfasser: Zhao, Hengling, Tsai, Chih-Chien, Zhou, Mingyi, Liu, Yipeng, Chen, Yao-Liang, Huang, Fan, Lin, Yu-Chun, Wang, Jiun-Jie
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Sprache:eng
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