• High-dimensional separability for one-and few-shot learning 

      Gorban, Alexander N.; Grechuk, Bogdan; Mirkes, Evgeny M.; Stasenko, Sergey V.; Tyukin, Ivan Yurievich (Peer reviewed; Journal article, 2021)
      This work is driven by a practical question: corrections of Artificial Intelligence (AI) errors. These corrections should be quick and non-iterative. To solve this problem without modification of a legacy AI system, we ...
    • MyI-Net: Fully Automatic Detection and Quantification of Myocardial Infarction from Cardiovascular MRI Images 

      Wang, Shuihua; Abdelaty, Ahmed M. S. E. K.; Parke, Kelly; Arnold, Jayanth Ranjit; McCann, Gerry P.; Tyukin, Ivan Yurievich (Peer reviewed; Journal article, 2023)
      Myocardial infarction (MI) occurs when an artery supplying blood to the heart is abruptly occluded. The “gold standard” method for imaging MI is cardiovascular magnetic resonance imaging (MRI) with intravenously administered ...