Search Results for author: Zhenqi He

Found 2 papers, 2 papers with code

Artifact Restoration in Histology Images with Diffusion Probabilistic Models

1 code implementation26 Jul 2023 Zhenqi He, Junjun He, Jin Ye, Yiqing Shen

Histological whole slide images (WSIs) can be usually compromised by artifacts, such as tissue folding and bubbles, which will increase the examination difficulty for both pathologists and Computer-Aided Diagnosis (CAD) systems.

Denoising whole slide images

TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation

1 code implementation16 Jul 2023 Zhenqi He, Mathias Unberath, Jing Ke, Yiqing Shen

In conclusion, TransNuSeg confirms the strength of Transformer in the context of nuclei segmentation, which thus can serve as an efficient solution for real clinical practice.

Multi-Task Learning Segmentation

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