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- W4387307447 abstract "<p>The work is aimed at analyzing the potential advantages of using quantum approaches in applied problems of artificial intelligence. In this paper, the task of classifying medical images extracted from histopathological images of sections of lymph nodes is set. The theoretical basis used for the construction of quantum and hybrid-quantum computing elements used in the article will be given. Quantum analogues of classical machine learning algorithms and neural networks will be considered. The paper will give a step-by-step description of the data transformation, the construction of models and their training, followed by an analysis of the results obtained and the performance of the simulation of quantum computing.</p>" @default.
- W4387307447 created "2023-10-04" @default.
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- W4387307447 date "2023-10-03" @default.
- W4387307447 modified "2023-10-17" @default.
- W4387307447 title "Comparison of classical machine learning approaches with hybrid quantum approaches in applied problems" @default.
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- W4387307447 doi "https://doi.org/10.17759/mda.2023130307" @default.
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