SYNTHETIC DATA GENERATION VIA GENERATIVE ADVERSARIAL NETWORKS IN HEALTHCARE: A SYSTEMATIC REVIEW OF IMAGE- AND SIGNAL-BASED STUDIES

Synthetic Data Generation via Generative Adversarial Networks in Healthcare: A Systematic Review of Image- and Signal-Based Studies

Generative Adversarial Networks (GANs) have emerged as a powerful tool in artificial intelligence, particularly for unsupervised learning.This systematic review analyzes GAN applications in healthcare, focusing on image and signal-based studies across various clinical domains.Following Preferred Reporting Items for Systematic reviews and Meta-Analy

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American place names as the reflection of American mentality

The paper is aimed at revealing the American mentality through toponyms.The object of the research are the names of towns and states of the USA with the exception of those of Indian origin.The following questions in the light of cognitive linguistics are analysed: carrying Welding Helmet Lenses of the names from the native land, the repetitions of

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Increased presence of the invasive, exotic Eurasian Collared-Dove (Streptopelia decaocto) in the Chamela-Cuixmala Biosphere Reserve, Mexico, after hurricane disturbance

Invasive species are a main cause of biodiversity loss, making it important to register their incursion into conserved, protected areas.We evaluated presence of the exotic Eurasian Collared-Dove (Streptopelia decaocto) in and around the Chamela-Cuixmala Biosphere Reserve, Jalisco, after hurricane disturbance.During March to May 2017 and 2018, we Bo

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