Andrey Ignatov

Learn More
Revealing Adverse Drug Reactions (ADR) is an essential part of post-marketing drug surveillance, and data from health-related forums and medical communities can be of a great significance for estimating such effects. In this paper, we propose an end-to-end CNNbased method for predicting drug safety on user comments from healthcare discussion forums. We(More)
We study the rotational and translational kinetics of massive particulates (dust grains) absorbing the ambient gas. Equations for microscopic phase densities are deduced resulting in the Fokker-Planck equation for the dust component. It is shown that although there is no stationary distribution, the translational and rotational temperatures of dust tend to(More)
Despite a rapid rise in the quality of built-in smartphone cameras, their physical limitations — small sensor size, compact lenses and the lack of specific hardware, — impede them to achieve the quality results of DSLR cameras. In this work we present an end-toend deep learning approach that bridges this gap by translating ordinary photos into DSLR-produced(More)
  • 1