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Insight into an unsupervised two-step sparse transfer learning algorithm for speech diagnosis of Parkinson’s disease

机译：洞察帕金森病语音诊断的无监督两步稀疏转移算法

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Yongming Li; Xinyue Zhang; Pin Wang; Xiaoheng Zhang; Yuchuan Liu;
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1. Few-shot learning of Parkinson's disease speech data with optimal convolution sparse kernel transfer learning [J] . Zhang Xiaoheng, Ma Jie, Li Yongming, Biomedical signal processing and control . 2021,第Auga期

机译：具有最佳卷积稀疏内核转移学习的帕金森病语音数据的几次拍摄学习
2. Response to Dr. Cerasa's commentary on the article: "Unsupervised learning based feature extraction for differential diagnosis of neurodegenerative diseases: A case study on early-stage diagnosis of Parkinson disease" [J] . Samavedham Lakshminarayanan, Singh Gurpreet Journal of Neuroscience Methods . 2016,第Null期

机译：回应Cerasa博士对文章的评论：“基于无监督学习的特征提取用于神经退行性疾病的鉴别诊断：帕金森病早期诊断的案例研究”
3. Unsupervised learning based feature extraction for differential diagnosis of neurodegenerative diseases: A case study on early-stage diagnosis of Parkinson disease [J] . Singh Gurpreet, Samavedham Lakshminarayanan Journal of Neuroscience Methods . 2015,第Null期

机译：基于无监督学习的特征提取在神经退行性疾病鉴别诊断中的应用：以帕金森病早期诊断为例
4. Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson's Disease Diagnosis [C] . Zhongwei Huang, Haijun Lei, Guoliang Chen, International Workshop on Connectomics in NeuroImaging;International Conference on Medical Image Computing and Computer Assisted Intervention . 2019

机译：通过自适应嵌入和稀疏学习进行无监督特征选择以诊断帕金森氏病
5. Automatic Liver Diseases Diagnosis and Prediction through Machine Learning Algorithms [D] . Reza, Reshad. 2018

机译：通过机器学习算法自动进行肝病诊断和预测
6. Classification of Parkinson’s disease utilizing multi-edit nearest-neighbor and ensemble learning algorithms with speech samples [O] . He-Hua Zhang, Liuyang Yang, Yuchuan Liu, 2016

机译：帕金森氏病的分类采用多编辑最近邻和整体学习算法以及语音样本
7. Classification of Parkinson’s disease utilizing multi-edit nearest-neighbor and ensemble learning algorithms with speech samples [O] . He-Hua Zhang, Liuyang Yang, Yuchuan Liu, 2016

机译：帕金森氏病的分类，采用多编辑最近邻和整体学习算法以及语音样本

Insight into an unsupervised two-step sparse transfer learning algorithm for speech diagnosis of Parkinson’s disease

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