Dr. Yi Su Profile

Dr. Yi Su

at Banner Alzheimers Institute

SPIE Involvement:

Author

Publications (4)

Proceedings Article | 4 April 2022 Poster + Paper

Early prediction of the Alzheimer’s disease risk using Tau-PET and machine learning

Lujia Wang, Zhiyang Zheng, Yi Su, Kewei Chen, David Weidman, Teresa Wu, Ben Lo, Fleming Lure, Jing Li

Proceedings Volume 12033, 120332T (2022) https://doi.org/10.1117/12.2607990

KEYWORDS: Machine learning, Alzheimer's disease, Algorithm development, Neuroimaging, Feature extraction, Data conversion, Brain, Systems engineering, Positron emission tomography, In vivo imaging

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Proceedings Article | 4 April 2022 Presentation + Paper

Addressing imaging accessibility by cross-modality transfer learning

Zhiyang Zheng, Yi Su, Kewei Chen, David Weidman, Teresa Wu, Ben Lo, Fleming Lure, Jing Li

Proceedings Volume 12033, 120330X (2022) https://doi.org/10.1117/12.2611791

KEYWORDS: Magnetic resonance imaging, Data modeling, Performance modeling, Cognitive modeling, Alzheimer's disease, Statistical modeling, Systems modeling, Standards development, Mathematical modeling, Systems engineering

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Proceedings Article | 10 December 2021 Paper

Predicting Tau accumulation in cerebral cortex with multivariate MRI morphometry measurements, sparse coding, and correntropy

Jianfeng Wu, Wenhui Zhu, Yi Su, Jie Gui, Natasha Lepore, Eric Reiman, Richard Caselli, Paul Thompson, Kewei Chen, Yalin Wang

Proceedings Volume 12088, 120880O (2021) https://doi.org/10.1117/12.2607169

KEYWORDS: Magnetic resonance imaging, Brain, Positron emission tomography, Alzheimer's disease, Neuroimaging, Cerebral cortex

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Proceedings Article | 3 November 2020 Paper

Patch-based surface morphometry feature selection with federated group lasso regression

Jianfeng Wu, Jie Zhang, Qingyang Li, Yi Su, Kewei Chen, Eric Reiman, Jie Wang, Natasha Lepore, Jieping Ye, Paul Thompson, Yalin Wang

Proceedings Volume 11583, 1158304 (2020) https://doi.org/10.1117/12.2575984

KEYWORDS: Feature selection, Distance measurement, Visualization, Statistical analysis, Optimization (mathematics), Magnetism, Legal, Brain imaging, Brain diseases, Alzheimer's disease

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