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Ziyang Yin

2 accepted papers

2025

MA-Det: A Discriminative Morphology-Aware Detector for Cervical Lesion Cell Clumps

Ziyang Yin, Qian Huang, Yulin Chen, Hao Lu
ICASSP 2025accepted

Automated detection of cervical lesion cell clumps is crucial for cervical cancer screening. However, the dense packing and overlap of cells, caused by adhesion molecules, make detection challenging. To address this issue, we propose the Morphology-Aware Detector (MA-Det). Specifically, by innovativ…

Cited by 0Source ↗Scholar ↗
2025

NucleiFormer: A Nuclei Segmentation Model Optimized by Joint Haar Wavelet and Adaptive Feature Calibration

Yulin Chen, Qian Huang, Zhijian Wang, Ziyang Yin, Meng Geng
ICASSP 2025accepted

Nucleus segmentation plays a vital role in medical image analysis. However, existing segmentation methods frequently encounter hurdles, such as the loss of crucial image details during downsampling and issues like noise and spatial displacement. In this study, we propose NucleiFormer, where Haar wav…

Cited by 0Source ↗Scholar ↗