paper-with-me

PanNuke

홈페이지 · 논문 61편

PanNuke is a semi automatically generated nuclei instance segmentation and classification dataset with exhaustive nuclei labels across 19 different tissue types. The dataset consists of 481 visual fields, of which 312 are randomly sampled from more than 20K whole slide images at different magnifications, from multiple data sources. In total the dataset contains 205,343 labeled nuclei, each with an instance segmentation mask. Source: [PanNuke Dataset Extension, Insights and Baselines](/paper/pannuke-dataset-extension-insights-and) Image Source: https://jgamper.github.io/PanNukeDataset/

ImagesMedical

벤치마크

Panoptic Segmentation on PanNuke 결과 12개
Cell Segmentation on PanNuke 결과 2개
Cell Detection on PanNuke 결과 1개
Multi-tissue Nucleus Segmentation on PanNuke 결과 1개