Research
Training AI to see cells in context improves detection in pathology images
The Brief
- Artificial intelligence can help identify cells in digital pathology images.
- Densely packed tissue remains a challenge: neighboring cells may be merged, counted twice or missed entirely.
- Researchers at Koç University have developed a training strategy that improves detection in these images.
Why it matters
Accurate cell detection in pathology images underpins automated tissue analysis, so better handling of crowded tissue could make AI-assisted pathology more reliable.
Who’s affected
- pathologists and medical imaging researchers
- developers of AI tools for digital pathology
- #ai
- #pathology
- #cell-detection
- #medical-imaging
- #computer-vision
Artificial intelligence can help identify cells in digital pathology images, but densely packed tissue remains a challenge: neighboring cells may be merged, counted twice or missed entirely. Researchers at Koç University have developed a training strategy that improves detection…