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Classification of Short Time Series in Early Parkinson's Disease With Deep Learning of Fuzzy Recurrence Plots

Tuan D.Pham Karin W(a)rdell Anders Eklund G(o)ran Salerud

自动化学报(英文版)2019,Vol.6Issue(6):1306-1317,12.
自动化学报(英文版)2019,Vol.6Issue(6):1306-1317,12.DOI:10.1109/JAS.2019.1911774

Classification of Short Time Series in Early Parkinson's Disease With Deep Learning of Fuzzy Recurrence Plots

Classification of Short Time Series in Early Parkinson's Disease With Deep Learning of Fuzzy Recurrence Plots

Tuan D.Pham 1Karin W(a)rdell 2Anders Eklund 3G(o)ran Salerud4

作者信息

  • 1. Department of Biomedical Engineering, the Center for Medical Image Science and Visualization, Link(o)ping University,Link(p)ping, Sweden
  • 2. the Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Al Khobar, Kingdom of Saudi Arabia
  • 3. Department of Biomedical Engineering,Link(o)ping University, Link(o)ping, Sweden
  • 4. Department of Biomedical Engineering, the Department of Computer and Information Science, the Center for Medical Image Science and Visualization, Link(o)ping University, Link(o)ping, Sweden
  • 折叠

摘要

关键词

Deep learning/early Parkinson's disease (PD)/fuzzy recurrence plots/long short-term memory (LSTM) neural networks/pattern classification/short time series

Key words

Deep learning/early Parkinson's disease (PD)/fuzzy recurrence plots/long short-term memory (LSTM) neural networks/pattern classification/short time series

引用本文复制引用

Tuan D.Pham,Karin W(a)rdell,Anders Eklund,G(o)ran Salerud..Classification of Short Time Series in Early Parkinson's Disease With Deep Learning of Fuzzy Recurrence Plots[J].自动化学报(英文版),2019,6(6):1306-1317,12.

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