AI Karyotyping System
Model: KaryoVisionA deep-learning karyotyping system that automates image selection, chromosome segmentation, pairing and karyogram layout, with over 98% accuracy on haploid identification. It connects to existing microscope imaging systems or automated scanners, so upgrading does not require new hardware.
Specifications
| Samples | Metaphase spreads from peripheral blood, amniotic fluid, chorionic villi, cord blood and bone marrow |
|---|---|
| Recognition | Deep-learning model, haploid identification accuracy ≥98% |
| Automated flow | Image quality screening → chromosome segmentation → pairing → karyogram layout |
| Manual tools | One-click background removal, overlapping-chromosome splitting, contour editing, band enhancement, centromere adjustment, straightening |
| Auto calculation | Polarity, numbering and centromere position determined automatically; progressive recognition supported |
| Ideogram | Built-in chromosome ideogram editing |
| Comparison | Multi-scenario karyotype comparison, same chromosome across multiple images |
| Undo | Unlimited undo and redo throughout the workflow |
| Extension | Optional FISH image compositing module |
| Compatibility | Works with conventional microscope imaging systems, various cameras and automated slide scanners |
| Integration | Connects to HIS / LIS / PACS; network edition with centralised image capture |
| Deployment | On-premise database, no cloud service required; periodic model updates with self-learning for a local library |
| Editions | Clinical edition / research and teaching edition |
Features
- Over 98% accuracy on haploid identification, taking repetitive pairing and layout work off the operator
- Full automation from image screening to karyogram layout, cutting turnaround time per case
- Every conventional manual tool is retained, so automated results can always be corrected by hand
- Self-learning: corrected cases feed the local model, so accuracy improves with use in the same laboratory
- On-premise deployment keeps images inside the hospital network
- Connects to existing microscopes and scanners; no hardware replacement needed to upgrade
Applications
- Prenatal diagnosis: amniotic fluid, chorionic villi and cord blood karyotyping
- Peripheral blood lymphocyte chromosome analysis
- Bone marrow karyotyping in haematological disease
- Reproductive medicine and genetic counselling
- Tumour cytogenetics
- Teaching and research in genetics and cell biology