1.学术论文(*表示通信作者) [1] Liu Yuchuan*, Li Lianzhi*, Rao Yu, Cao Huihua, Tan Xiaoheng, Li Yongsong. Multi‑source sparse broad transfer learning for Parkinson’s disease diagnosis via speech, Medical and Biological Engineering and Computing, 2025, in press. [2]Liu Yuchuan, Li Hao, Tang Yulong, Liang Dujuan, Tan Jia, Fu Yue, Li Yongming, Brain Age Detection of Alzheimer’s Disease Magnetic Resonance Images Based on Mutual Information - Support Vector Regression, Journal of Shanghai Jiao Tong University (Science), 2025, 30(1): 130-135. [3]Liu Yuchuan*, Li Lianzhi, Tan Jia, Rao Yu, Tan Xiaoheng, Li Yongsong. Cross-domain Fisher Discrimination Criterion: A Domain Adaptive Method Based on the Nature of Classifier, Applied intelligence, 2024, 54: 5389–5405. [4]Liu Yuchuan, Li Yongming, Tan Xiaoheng, Wang Pin, Zhang Yanling, Local discriminant preservation projection embedded ensemble learning based dimensionality reduction of speech data of Parkinson's disease. Biomedical Signal Processing and Control 2021, 63. [5]Liu Yuchuan, Tan Xiaoheng, Li Yongming, Wang Pin: Weighted Local Discriminant Preservation Projection Ensemble Algorithm with Embedded Micro-Noise. IEEE Access 2019, 7:143814-143828. [6]Liu Yuchuan, Tan Xiaoheng, Wang Pin, Zhang Yanling, Li Yongming. Recognition algorithm of Parkinson's disease based on weighted local discriminant preservation projection embedded ensemble algorithm. In: 3rd International Conference on Biological Information and Biomedical Engineering, BIBE 2019, July 20, 2019 - July 22, 2019: 2019; Hangzhou, China. VDE Verlag GmbH: 100-105. [7]Li Lianzhi, Li Hao, Liu Yuchuan*. Speech Signal Recognition for Parkinson's Disease Diagnosis Based on Heterogeneous Broad Balanced Domain Adaptation, The 7th International Conference on Artificial Intelligence and Big Data (ICAIBD 2024), 2024. [8]Li lianzhi, Rao Yu, Li Hao, Liu Yuchuan*. Signal Recognition for Parkinson's Disease Diagnosis Based on Multisource Deep Domain Generalization, In: 7rd International Conference on Biological Information and Biomedical Engineering (BIBE 2024), 2024. [9]Tan Xiaoheng, Liu Yuchuan, Li Yongming, Wang Pin, Zeng Xiaoping, Yan Fang, Li Xinke: Localized instance fusion of MRI data of Alzheimer's disease for classification based on instance transfer ensemble learning. BioMedical Engineering Online 2018, 17(1). [10]Li Yongming, Liu Yuchuan, Wang Pin, Wang Jie, Xu Sha, Qiu Mingguo. Dependency criterion based brain pathological age estimation of Alzheimer's disease patients with MR scans. BioMedical Engineering Online 2017, 16(1). [11]Li Yongsong, Li Zhengzhou, Guo Zhiwei, Siddique Abubakar, Li Weite, Liu Yuchuan, Yu Keping. Infrared Small Target Detection Based on Adaptive Region Growing Algorithm with Iterative Threshold Analysis. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 1-15.(高被引)
2.申请/授权发明专利
1.国家发明专利:刘玉川,李连志,饶渔,李浩. 基于多源深度域泛化的帕金森病语音识别系统[P].已受理(2024103695260),2024-3-28。 2.国家发明专利:刘玉川,李连志,饶渔,唐宇龙,李浩. 基于多源深度判决迁移学习的帕金森病语音识别系统[P].已公开(CN202310446819.X),2023-8-11。 3.国家发明专利:李勇明,刘玉川等. 基于集成流形降维的帕金森语音识别系统[P]. 已授权(ZL202010012728.X),2022-07-05。 4.国家发明专利:李勇明,谢文宾,王品,刘玉川,徐莎. 基于多类型组合特征参数的声纹识别方法[P].已授权(ZL201510268063.X),2018-12-18。 5.国家发明专利:李勇明,谢文宾,王品,刘玉川,徐莎.基于基音周期混合特征参数的声纹识别方法[P].已授权(ZL201510268390.5),2019-05-28。 6.国家发明专利:李勇明,吕洋,王品,刘玉川,徐莎.基于脑磁共振影像中磷酸化tau蛋白含量信息的检测系统[P].已授权(ZL201510280008.2),2017-10-20。
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