Cell Classification
Cross-source consensus on Cell Classification from 1 sources and 5 claims.
1 sources · 5 claims
Uses
How it works
Benefits
Highlighted claims
- Detected cells are classified into nine classes. — OpenTME: An Open Dataset of AI-powered H&E Tumor Microenvironment Profiles from TCGA
- For each cell type, OpenTME reports count, percentage, density, and average nuclear morphology measures. — OpenTME: An Open Dataset of AI-powered H&E Tumor Microenvironment Profiles from TCGA
- Atlas H&E-TME identifies individual cells using a custom StarDist-based nucleus segmentation model. — OpenTME: An Open Dataset of AI-powered H&E Tumor Microenvironment Profiles from TCGA
- Cell classification uses a head with low-rank adaptation of the foundation model. — OpenTME: An Open Dataset of AI-powered H&E Tumor Microenvironment Profiles from TCGA
- The nine cell classes provide a more granular cellular description of the tissue. — OpenTME: An Open Dataset of AI-powered H&E Tumor Microenvironment Profiles from TCGA