Search Results for author: Linyi Qian

Found 2 papers, 0 papers with code

Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network

no code implementations7 Aug 2023 Junzhou Chen, Qian Huang, Yulin Chen, Linyi Qian, Chengyuan Yu

Additionally, we introduce a post-processing method that combines the target information and target contours to distinguish overlapping nuclei and generate an instance segmentation image.

Image Segmentation Instance Segmentation +2

A Voting-Stacking Ensemble of Inception Networks for Cervical Cytology Classification

no code implementations5 Aug 2023 Linyi Qian, Qian Huang, Yulin Chen, Junzhou Chen

To address this issue, we propose a Voting-Stacking ensemble strategy, which employs three Inception networks as base learners and integrates their outputs through a voting ensemble.

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