Publications by authors named "Nikolay Skuratov"
Article Synopsis
- A consistent blood supply to the brain is essential for cognitive function, and there is potential for using Doppler ultrasonography combined with machine learning to better understand cerebrovascular health, especially in children.
- The study aims to analyze blood flow dynamics in three key arteries across different ages and genders, while also developing machine learning models to predict and classify age groups based on ultrasound data.
- Findings indicate that blood velocities decline with age, with certain similarities between genders and hemispheres. Machine learning models successfully distinguish between children and adults, highlighting that blood velocities are more crucial than vessel diameters in age classification.
