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2020 – today
- 2025
[j9]Zhaodong Chen
, Mingxia Wang, Fengtao Nan, Yun Yang, Shunbao Li, Menghui Zhou, Jun Qi, Hanwen Wang, Po Yang:
Joint image synthesis and fusion with converted features for Alzheimer's disease diagnosis. Eng. Appl. Artif. Intell. 156: 111102 (2025)- [j8]Xiyang Peng, Yuting Zhao, Ziheng Li, Xulong Wang, Fengtao Nan, Zhong Zhao, Yun Yang, Po Yang:
Multi-Scale and Multi-Level Feature Assessment Framework for Classification of Parkinson's Disease State From Short-Term Motor Tasks. IEEE Trans. Biomed. Eng. 72(4): 1211-1224 (2025) - [j7]Bo Liu, Jing Guo, Yaowei Wang, Chengrong Yang, Fengtao Nan, Yun Yang:
Intelligent Inspection of Electronic Devices in Specific Environments via a Novel Cascade Network of Combining Mixed Sampling and Nonstrided Convolution. IEEE Trans. Syst. Man Cybern. Syst. 55(5): 3287-3299 (2025) - [c9]Shufan Qing, Anzhen Li, Qiandi Wang, Yuefeng Niu, Mingchen Feng, Guoliang Hu, Jin-Qiao Wu, Fengtao Nan, Yingchun Fan:
GeneA-SLAM2: Dynamic SLAM with AutoEncoder-Preprocessed Genetic Keypoints Resampling and Depth Variance-Guided Dynamic Region Removal. PRCV (11) 2025: 93-107 - [i2]Shufan Qing, Anzhen Li, Qiandi Wang, Yuefeng Niu, Mingchen Feng, Guoliang Hu, Jin-Qiao Wu, Fengtao Nan, Yingchun Fan:
GeneA-SLAM2: Dynamic SLAM with AutoEncoder-Preprocessed Genetic Keypoints Resampling and Depth Variance-Guided Dynamic Region Removal. CoRR abs/2506.02736 (2025) - 2024
- [j6]Fengtao Nan, Shunbao Li, Jiayu Wang, Yahui Tang, Jun Qi, Menghui Zhou, Zhong Zhao, Yun Yang, Po Yang:
A Multi-Classification Accessment Framework for Reproducible Evaluation of Multimodal Learning in Alzheimer's Disease. IEEE Trans. Comput. Biol. Bioinform. 21(4): 559-572 (2024) - [j5]Fengtao Nan, Bin Pu, Jiayi Pan, Yingchun Fan, Jiewen Yang, Xingbo Dong, Zhaozhao Xu, Shuihua Wang:
MFISN: Modality Fuzzy Information Separation Network for Disease Classification. IEEE Trans. Fuzzy Syst. 32(10): 5545-5556 (2024) - [c8]Jiayi Pan, Fengtao Nan:
Quantifying and Removing Free-living Uncertainty for Effective Parkinson's Disease Diagnosis Using Smart Watch. BIBM 2024: 5976-5983 - [c7]Mingxia Wang, Yun Yang, Jun Qi, Fengtao Nan, Shunbao Li, Po Yang:
Alzheimer's Disease Diagnosis via Specific-Shared Representation Learning in Multimodal Neuroimaging. ICIC (LNBI 1) 2024: 3-14 - 2023
- [j4]Shuhao Zhang, Gaoshan Bi, Jun Qi, Yun Yang, Xiangzeng Kong, Fengtao Nan, Menghui Zhou, Po Yang:
Privacy-Preserving-Enabled Lightweight COVID-19 Simulation Model for Mobile Intelligent Application. IEEE Internet Things J. 10(8, April 15): 6742-6755 (2023) - [c6]Fei Du, Peng Yang, Qi Jia, Fengtao Nan, Xiaoting Chen, Yun Yang:
Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions. CVPR 2023: 15814-15823 - [c5]Zheyuan Xu, Fengtao Nan, Jun Qi, Yun Yang, Xulong Wang, Po Yang:
Modeling Parkinson's Disease Aided Diagnosis with Multi-Instance Learning: An Effective Approach to Mitigate Label Noise. ICPADS 2023: 936-943 - [c4]Liu Tao, Xulong Wang, Fengtao Nan, Jun Qi, Yun Yang, Po Yang:
Effective Severity Assessment of Parkinson's Disease with Wearable Intelligence using Free-living Environment Data. ISIE 2023: 1-10 - [i1]Fei Du, Peng Yang, Qi Jia, Fengtao Nan, Xiaoting Chen, Yun Yang:
Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions. CoRR abs/2305.08661 (2023) - 2022
- [c3]Xiangchao Chang, Menghui Zhou, Fengtao Nan, Yun Yang, Po Yang:
Analytic Correlation Penalty with Variable Window in Multi-task Learning Disease Progression Model. MSN 2022: 687-691 - [c2]Zhaodong Chen, Fengtao Nan, Yun Yang, Jiayu Wang, Po Yang:
Analysing and Evaluating Complementarity of Multi-Modal Data Fusion in AD Diagnosis. MSN 2022: 835-840 - 2021
- [j3]Fengtao Nan, Yahui Tang, Po Yang, Zhenli He, Yun Yang:
A novel sub-Kmeans based on co-training approach by transforming single-view into multi-view. Future Gener. Comput. Syst. 125: 831-843 (2021) - [j2]Yun Yang, Fengtao Nan, Po Yang:
Effective multilayer hybrid classification approach for automatic bridge health assessment on large-scale uncertain data. J. Ind. Inf. Integr. 24: 100234 (2021) - [c1]Menghui Zhou, Xulong Wang, Yun Yang, Fengtao Nan, Yu Zhang, Jun Qi, Po Yang:
Modeling Disease Progression Flexibly with Nonlinear Disease Structure via Multi-task Learning. MSN 2021: 366-373
2010 – 2019
- 2019
- [j1]Yun Yang, Fengtao Nan, Po Yang, Qiang Meng, Yingfu Xie, Dehai Zhang, Khan Muhammad:
GAN-Based Semi-Supervised Learning Approach for Clinical Decision Support in Health-IoT Platform. IEEE Access 7: 8048-8057 (2019)
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