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Yunzhang Cheng
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Publications (3)
Proceedings Article | 11 September 2023 Open Access Paper
Application of machine learning in joint replacement: a review
Xiaozhuang Man, Tianyi Zhang, Kai Li, Yunzhang Cheng, Hao Shen
Proceedings Volume 12779, 127792G (2023) https://doi.org/10.1117/12.2688988
KEYWORDS: Machine learning, Data modeling, Performance modeling, Decision making, Radiomics, Blood, Arthritis, Random forests, Diseases and disorders, X-rays
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Proceedings Article | 11 September 2023 Open Access Paper
Automated sleep staging based on multi-module neural network using simpler signal: respiratory signal
Yinqing Que, Pengyi Jiang, Tianyi Zhang, Yunzhang Cheng
Proceedings Volume 12779, 127791T (2023) https://doi.org/10.1117/12.2688854
KEYWORDS: Data modeling, Education and training, Neural networks, Performance modeling, Transformers, Wavelets, Databases, Electroencephalography, Polysomnography, Feature extraction
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Proceedings Article | 11 November 2022 Paper
Radiomics’ application for diagnosis and treatment of COVID-19: A review
Proceedings Volume 12301, 1230126 (2022) https://doi.org/10.1117/12.2644594
KEYWORDS: Computed tomography, Medical imaging, Image segmentation, Lung, Image analysis, Chest, Image processing, Data modeling, Statistical modeling, Feature selection
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