Indian J Microbiol
December 2024
The use of personal protective equipment such as gloves and masks and protective measures such as repeated contact of hands with water and skin disinfectants are recommended to prevent the spread of Corona virus disease 2019 (COVID-19). However, these hygiene measures may cause skin injury and skin diseases, including superficial-cutaneous-fungal infections (SCFIs). The aim of this study was to determine the prevalence and comparison of SCFIs before and during the COVID-19 pandemic.
View Article and Find Full Text PDFThe Arabian goby, Cryptocentroides arabicus (Gobiidae: Gobiinae), is a significant species in marine and brackish water ecosystems. However, limited information is available about the reproductive biology and the early life history of this species. This study aimed to understand the embryonic and pre-larval development of C.
View Article and Find Full Text PDFIn this paper, we present a machine learning-based approach that leverages Long Short-Term Memory (LSTM) networks combined with a sliding window technique for feature extraction, aimed at accurately predicting point defect percentages in semiconductor materials based on simulated X-ray Diffraction (XRD) data. The model was initially trained on silicon-simulated XRD data with defect percentages ranging from 1 to 5%, enabling it to predict defect percentages from 0 to 10% in silicon and other semiconductor materials, including AlAs, CdS, GaAs, Ge, and ZnS. Through extensive experimentation, we explored different sequence lengths and LSTM units, identifying the optimal configuration as a sequence length of 3501 and 4500 units, which yielded the best results.
View Article and Find Full Text PDFChild Adolesc Psychiatr Clin N Am
October 2024
Forced displacement can expose youth to unimaginable levels of traumatic life events. We discuss how home-based, school-based, and community-based services can be strategically situated to address the psychological sequelae of such events. Given the systemic challenges that refugee youth face when establishing trust in their new environments, are often from collectivist cultural backgrounds, espouse stigma towards professional help seeking, and must prioritize accessing services for their basic needs, these types of settings can be particularly relevant.
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