Výsledky vyhľadávania - "Variational autoencoder network"

Brain fingerprinting and cognitive behavior predicting using functional connectome of high inter-subject variability Autor Lu, Jiayu, Yan, Tianyi, Yang, Lan, Zhang, Xi, Li, Jiaxin, Li, Dandan, Xiang, Jie, Wang, Bin

“…•High inter-subject variability for brain fingerprinting and cognitive behavior predicting…”
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Learning a Probabilistic Model for Diffeomorphic Registration Autor Krebs, Julian, Delingette, Herve, Mailhe, Boris, Ayache, Nicholas, Mansi, Tommaso

“… image. Our unsupervised method is based on the variational inference. In particular, we use a conditional variational autoencoder network and constrain transformations to be symmetric…”
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Spatio-Temporal Classification of Lung Ventilation Patterns using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation Autor Chen, Shuzhe, Li, Li, Lin, Zhichao, Zhang, Ke, Gong, Ying, Wang, Lu, Wu, Xu, Li, Maokun, Song, Yuanlin, Yang, Fan, Xu, Shenheng

“… The study uses a Variational Autoencoder network with a MultiRes block to compress the spatial distribution in a 3D image into a one…”
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Functional Connectivity Networks with Latent Distributions for Mild Cognitive Impairment Identification Autor Tang, Qiling, Lu, Yuhong, Cai, Bilian, Wang, Yan

“… Due to the complexity and variability of rs-fMRI signal, we consider it as a random variable, and utilize variational autoencoder networks to encode it as a confidence distribution in the latent…”
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