Mikhail Ronkin

Apr 10, 2024 | nature.com | Mikhail Kulyabin |Aleksei Zhdanov |Anastasia Nikiforova |Anna Kuznetsova |Mikhail Ronkin |Vasilii Borisov | +2 more

AbstractOptical coherence tomography (OCT) is a non-invasive imaging technique with extensive clinical applications in ophthalmology. OCT enables the visualization of the retinal layers, playing a vital role in the early detection and monitoring of retinal diseases. OCT uses the principle of light wave interference to create detailed images of the retinal microstructures, making it a valuable tool for diagnosing ocular conditions.

Oct 26, 2023 | mdpi.com | Mikhail Kulyabin |Aleksei Zhdanov |Anton Dolganov |Mikhail Ronkin

6. DiscussionViT Tiny model is one suitable for real-time scale applications on terminal devices for doctors. As some justification for this state, the comparison with ViT Small model suggests that the model provides just a 1% increase in accuracy compared to the ViT Tiny model with more parameters (36.4 million against 10.4 million) and greater GFLOPS (3.4 against 0.4). This research shows the ability to keep pediatric and adult sets together for analysis.