Prof. Xuemei Ding Profile

Prof. Xuemei Ding

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Publications (5)

Proceedings Article | 28 November 2023 Poster + Paper

Novelty detection technology for Alzheimer's disease based on autoencoder feature extraction and MCD classification

Shuheng Zhang, Yan Zhang, Jie Pan, Xintian Lin, Xuemei Ding, Hongqin Yang

Proceedings Volume 12772, 127720H (2023) https://doi.org/10.1117/12.2687619

KEYWORDS: Alzheimer disease, Neurological disorders, Feature extraction, Education and training, Diagnostics, Alzheimer's disease

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Proceedings Article | 27 November 2023 Poster + Paper

Ensemble learning-based multimodal data analysis improving the diagnostic accuracy of Alzheimer's disease

Junjiang Wu, Hengchao Zhang, Xiaolong Zhu, Yan Zhang, Xuemei Ding, Hongqin Yang

Proceedings Volume 12770, 1277030 (2023) https://doi.org/10.1117/12.2687618

KEYWORDS: Machine learning, Diagnostics, Alzheimer disease, Data analysis, Data modeling, Neurological disorders, Magnetic resonance imaging, Feature extraction, Alzheimer's disease, Databases

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Proceedings Article | 19 December 2022 Poster + Paper

KNN-based classification on Alzheimer's disease data after dimensionality reduction using principal component analysis

Hanxing Gao, Xuemei Ding, Shuheng Zhang, Jianzhong Yu, Xiaolong Zhu, Yuhua Wang, Hongqin Yang

Proceedings Volume 12320, 1232020 (2022) https://doi.org/10.1117/12.2643754

KEYWORDS: Principal component analysis, Alzheimer's disease, Data modeling, Machine learning, Diagnostics, Medical research

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Proceedings Article | 31 October 2016 Paper

Parameter estimation and analysis model selections in fluorescence correlation spectroscopy

Shiqing Dong, Jie Zhou, Xuemei Ding, Yuhua Wang, Shusen Xie, Hongqin Yang

Proceedings Volume 10024, 1002433 (2016) https://doi.org/10.1117/12.2246027

KEYWORDS: Fluorescence correlation spectroscopy, Diffusion, Statistical analysis, Data modeling, Calibration, Molecules, Luminescence, Particles, Chemical analysis, Biological research

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Proceedings Article | 31 October 2016 Paper

Monitoring the elasticity changes of HeLa cells during mitosis by atomic force microscopy

Ningcheng Jiang, Yuhua Wang, Jinshu Zeng, Xuemei Ding, Shusen Xie, Hongqin Yang

Proceedings Volume 10024, 1002427 (2016) https://doi.org/10.1117/12.2245537

KEYWORDS: Atomic force microscopy, Biomedical optics, Cytoskeletons, Confocal microscopy, Statistical analysis, Cancer, Medicine, Image processing, Photonics, Optoelectronics

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