most citedHisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization

9 citations · 13 across the 4 of their papers we have counts for

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cs.CV2024★ 9 cited

HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization

Zijie Fang, Yifeng Wang, Peizhang Xie +2

Tissue semantic segmentation is one of the key tasks in computational pathology. To avoid the expensive and laborious acquisition of pixel-level annotations, a wide range of studie…

cs.CV2024

MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models

Zijie Fang, Yifeng Wang, Ye Zhang +4

Recently, pathological diagnosis has achieved superior performance by combining deep learning models with the multiple instance learning (MIL) framework using whole slide images (W…