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Dr. Zhongwei Zhang
at Washington Univ in St Louis
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Author
Publications (3)
Proceedings Article | 2 April 2024 Poster + Paper
Transformer-based classifier with feature aggregation for cancer subtype classification on histopathological images
Proceedings Volume 12926, 1292633 (2024) https://doi.org/10.1117/12.3007045
KEYWORDS: Education and training, Cancer, Transformers, Performance modeling, Tumor growth modeling, Histopathology, Image classification, Tumors, Data modeling, Tissues
Proceedings Article | 2 April 2024 Poster + Paper
Self-supervised learning based on StyleGAN for medical image classification on small labeled dataset
Zong Fan, Zhimin Wang, Chaojie Zhang, Muzaffer Özbey, Umberto Villa, Yao Hao, Zhongwei Zhang, Xiaowei Wang, Hua Li
Proceedings Volume 12926, 1292630 (2024) https://doi.org/10.1117/12.3006959
KEYWORDS: Education and training, Data modeling, Image classification, Medical imaging, Feature extraction, Performance modeling, Solid state lighting, Classification systems, Network architectures, Design
Proceedings Article | 2 April 2024 Presentation + Paper
Medical image classification using self-supervised learning-based masked autoencoder
Zong Fan, Zhimin Wang, Ping Gong, Christine Lee, Shanshan Tang, Xiaohui Zhang, Yao Hao, Zhongwei Zhang, Pengfei Song, Shigao Chen, Hua Li
Proceedings Volume 12926, 129260G (2024) https://doi.org/10.1117/12.3006938
KEYWORDS: Education and training, Image classification, Data modeling, Medical imaging, Tumors, Performance modeling, Classification systems, Visualization, Image restoration, Visual process modeling
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