Ziyang Liu

Employment

Employment history is unavailable.

Education

• Worcester Polytechnic Institute PhD
  2018 - Present

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• Chronic Wound Image Augmentation and Assessment Using Semi-Supervised Progressive Multi-Granularity EfficientNet
  IEEE Open Journal of Engineering in Medicine and Biology 2024 DOI: 10.1109/OJEMB.2023.3248307
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• Diabetic Foot Ulcer Ischemia and Infection Classification Using EfficientNet Deep Learning Models
  IEEE Open Journal of Engineering in Medicine and Biology 2022 DOI: 10.1109/OJEMB.2022.3219725
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• Comprehensive Assessment of Fine-Grained Wound Images Using a Patch-Based CNN With Context-Preserving Attention
  IEEE Open Journal of Engineering in Medicine and Biology 2021 DOI: 10.1109/OJEMB.2021.3092207
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• Semantic Segmentation of Smartphone Wound Images: Comparative Analysis of AHRF and CNN-Based Approaches
  IEEE Access 2020 DOI: 10.1109/ACCESS.2020.3014175
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