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In the near future, the physicians will be able to monitor the patients at their homes using virtual reality tools, computer scientists are convinced. A team of researchers from Kaunas University of Technology (KTU), Lithuania, proposed a deep-learning-based method for the three-dimensional human shape reconstruction when the original figure is only partly visible. The main advantage of the method is its relatively low cost, high compression of the images obtained and easy integration with the existing virtual reality tools. The method was developed using a real-world dataset, the clinical trial is pending. The rapid advancements in computer vision and three-dimensional object representation enables the development of virtual reality tools and the expansion of their application sphere.