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MEDICAL TECHNOLOGY FOR INNOVATIVE DIAGNOSTICS
CERTIFIED & EFFICIENT SLEEP ANALYSIS
Why use Artificial Intelligence (AI) as assistance for sleep scoring?
Analyzing sleep stages can be significantly simplified and accelerated with artificial intelligence (AI). The DOMINO-AI by SOMNOmedics offers several key advantages:
- Time savings in manual polysomnography (PSG) analysis: Approximately 90% faster (reducing analysis time from 30 minutes to under 2 minutes per measurement)
- High accuracy and low interrater variability compared to manual evaluation
- Reproducible and objective results
The AI-supported analysis with DOMINO-AI
With DOMINO-AI, you can obtain a precise sleep stage pre-analysis with just one click:
- Fact-based and reproducible results
- Integration into your existing workflow for EEG recordings according to the AASM standard
- Seamless workflows: integrated directly into DOMINO software, without additional investment or training time
HIGHLIGHTS of the SOMNOmedics’ DOMINO-AI
- Developed in collaboration with the Stanford University, USA
- Further optimization & validation by SOMNOmedics with the assistance of highly qualified evaluators
- Certified by the 2024 AASM Autoscoring Certification Pilot Program:
Benefits
- No investment for your sleep lab: Cloud based solution with pay per use model, individually adjustable to your needs
- More reliable results with consistent quality, minimizes individual derivation
- Allows technicians to focus on special cases and needs, instead of monotonous scoring
- For the evaluation of a full PSG measurement: Optional assistance for the respiratory analysis in DOMINO (integrated as standard, free of charge) to support the AI-assisted sleep scoring
- Enhance your efficiency – faster evaluation of PSG measurements, faster results. Score a complete PSG accoring to AASM standards in approx. 5 minutes
The workflow with DOMINO-AI
- Data analysis: The DOMINO AI performs an automatic sleep stage analysis. Domino also carries out an automatic respiratory pre-analysis as usual.
- Final verification: Analysing experts can validate and adapt the analysis in DOMINO.
DOMINO-AI – High performance and confidence
- The results of the AI are qualitatively comparable with a joint analysis by experts
- The degree of safety of the AI-determined sleep stages is displayed using a three-colour traffic light scale
- Determination of sleep stages for each epoch. High level of agreement between the AI and the individual analysers
- Sensitivity of DOMINO-AI:
(determined on the basis of 100 PSG measurements with different clinical pictures)
