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Yudong Zhang

3 papers indexed

arxivcs.CV2026-06-30

Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Changjin Sun, Zhuo Hu, Kaini Wang, Baixuan Wu, Shuo Gao, Runan Zheng, et al.

Reconstructing anatomically faithful vascular structures from clinically accessible imaging modalities is of substantial clinical significance. However, existing cross-modal translation methods mainly emphasize pixel-level fidelity or visual realism and treat structure preservati…

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crossrefMachine Learning and Knowledge Extraction2023-06-27Cited by 5

CovC-ReDRNet: A Deep Learning Model for COVID-19 Classification

Hanruo Zhu, Ziquan Zhu, Shuihua Wang, Yudong Zhang

Since the COVID-19 pandemic outbreak, over 760 million confirmed cases and over 6.8 million deaths have been reported globally, according to the World Health Organization. While the SARS-CoV-2 virus carried by COVID-19 patients can be identified though the reverse transcription–p…

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crossrefMachine Learning and Knowledge Extraction2023-06-09Cited by 43

A Survey of Deep Learning for Alzheimer’s Disease

Qinghua Zhou, Jiaji Wang, Xiang Yu, Shuihua Wang, Yudong Zhang

Alzheimer’s and related diseases are significant health issues of this era. The interdisciplinary use of deep learning in this field has shown great promise and gathered considerable interest. This paper surveys deep learning literature related to Alzheimer’s disease, mild cognit…

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