Abstract To investigate the applicability and performance of automated machine learning (AutoML) for potential applications in diagnostic neuroradiology.In the medical sector, there is a rapidly growing demand for machine learning methods, but only a limited number of corresponding experts.The comparatively simple handling of AutoML should enable e
The development of popular culture, particularly,in the development of information technology Activity Toys such as as television, mobile phones, and the Internet, have an impact on the creation of a new reality called hyper-reality.Media,in this case,is able to reconstruct a new reality through the sophisticated technology.The construction of this
Abstract Background The application of molecular sequencing methods for microbiome profiling of biological samples are largely restricted to research use.However, they require significant resources such as time and cost and can suffer from amplification biases that may hamper interpretation of complex systems.These issues are also a barrier to adop
Heat pumps in combination with a photovoltaic system are a very promising option for the transformation of the energy system.By using such a system for coupling the electricity and heat sectors, buildings can be heated sustainably and with low greenhouse gas emissions.This paper reveals a method for dimensioning a suitable system of heat pump and p