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EEG-derived brainwave patterns for depression diagnosis via hybrid machine learning and deep learning frameworks.
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Faculty Xavier Institute of Engineering, Mahim, India.
In the fields of engineering, science, technology, and medicine, artificial intelligence (AI) has made significant advancements. In particular, the application of AI techniques in medicine, such as machine learning (ML) and deep learning (DL), is rapidly growing and offers great potential for aiding physicians in the early diagnosis of illnesses. Depression, one of the most prevalent and debilitating mental illnesses, is projected to become the leading cause of disability worldwide by 2040.
View Article and Find Full Text PDF[Approach to Scabies in Children: An Update].
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Serviço de Dermatologia. Unidade Local de Saúde Santo António. Porto. Portugal.
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Auditory Global-Local Processing Under Tonal Language Background: Effect of Attention and Autistic Traits.
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Speech-Language-Hearing Center, School of Foreign Languages, Shanghai Jiao Tong University, China.
Purpose: Neurotypical individuals show a robust "global precedence effect (GPE)" when processing hierarchically structured visual information. However, the auditory domain remains understudied. The current research serves to fill the knowledge gap on auditory global-local processing across the broader autism phenotype under the tonal language background.
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Departamento de Odontologia Social, Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas. Campinas SP Brasil.
This research aimed to estimate the direct costs and analyze the epidemiological aspects of ambulatory care-sensitive conditions (ACSC) in children under one year of age, São Paulo municipality, 2011-2022. Total and average costs were calculated according to ACSC diagnosis groups by components (early neonatal, late neonatal, and post-neonatal). The trend in ACSC rates was analyzed using Prais-Winsten generalized linear regression.
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