Yinting Liu

PathSeqSAM: Sequential Modeling for Pathology Image Segmentation with SAM2

2025 · arXiv (Cornell University)

Current methods for pathology image segmentation typically treat 2D slices independently, ignoring valuable cross-slice information. We present PathSeqSAM, a novel approach that treats 2D pathology slices as sequential video frames using SAM2's memory mechanisms. Our …