Huiyu Zhou

Neuroplastic graph attention networks for nuclei segmentation in histopathology images

2022 · arXiv (Cornell University)

Modern histopathological image analysis relies on the segmentation of cell structures to derive quantitative metrics required in biomedical research and clinical diagnostics. State-of-the-art deep learning approaches predominantly apply convolutional layers in segmentation and are typically …

LacminCC: Lightweight Anonymous Communication Model In Cloud Computing

2020 · Research Square

Abstract With increasing application of cloud computing and big data technologies, a large amount of personal information is stored on the Internet, which raises the issue of privacy leakage. In order to protect people's data …

Assessing the Efficacy of Invisible Watermarks in AI-Generated Medical Images

2024 · arXiv (Cornell University)

AI-generated medical images are gaining growing popularity due to their potential to address the data scarcity challenge in the real world. However, the issue of accurate identification of these synthetic images, particularly when they exhibit …