Specialized models
Healthcare Machine Learning
Custom models for medical imaging, predictive diagnostics, and drug-discovery workflows.
Specialized processing for medical data
The MQS Labs homepage describes custom-built machine learning models for high-fidelity predictive metrics and advanced processing across critical medical specialties.
- Ophthalmology and radiology imaging workflows.
- Pathology tracking and cardiology structural analysis.
- Predictive diagnostics and drug-discovery pipelines.
Retinal intelligence
RetinaVision AI provides the portal’s example of a hybrid quantum-classical ophthalmic imaging workflow, with image analysis, confidence summaries, and a clinical report.
Explore RetinaVision AILeukocoria screening
The portal distinguishes iris/front-flash photographs from specialist retinal/fundus photographs and states that an abnormal red reflex needs urgent pediatric ophthalmology review.
Explore the screening workflow