This section presents the experimental results of the proposed XLM-RSA model across multiple evaluation criteria. We assess the model’s overall sentiment classification performance, aspect-based sentiment accuracy, cross-cultural sentiment…
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Neural similarity predicts whether strangers become friends
Participants
fMRI participants
All data collection procedures were completed in accordance with the standards of the local ethical review board at Dartmouth College. A subset of 43 individuals from an incoming graduate student (MBA) cohort…
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Influence of dynamic changes of ocular biometric parameters on new-onset myopia in Chinese children: a 4-year cohort study
Grzybowski, A., Kanclerz, P., Tsubota, K., Lanca, C. & Saw, S. M. A review on the epidemiology of myopia in school children worldwide. BMC Ophthalmol. 20, 27. https://doi.org/10.1186/s12886-019-1220-0 (2020). PMID:31937276.
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Fasting is required for many of the benefits of calorie restriction in the 3xTg mouse model of Alzheimer’s disease
CR has sex-specific effects on body composition and energy balance
We randomized 6-month-old male and female 3xTg and non-transgenic (NTg) control mice to one of three groups of equivalent body weight then placed each on one of three dietary…
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Women’s empowerment and nutritional outcomes in India
Data source
The study used nationally representative data from the fifth round of the nationally representative, household-based National Family Health Survey (NFHS-5), conducted during 2019–2021 across 707 districts in 28 states and 8 union…
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Experimental study on the impact of water flow velocity on internal erosion of granite residual soil
Internal erosion occurs under the combined action of rainwater and groundwater, making water the decisive factor in the internal erosion process of granite residual soil. Water flows through the pores and cracks within the soil, continuously…
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A truth inference scheme for crowdsourcing using NLP and swin transformers
A truth inference method aims to infer the accurate responses for a set of tasks, from the submissions provided by the contributors. The proposed truth inference model essentially captures the correct responses for structured and unstructured…
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Factors associated with unfavourable treatment outcomes among patients with Multidrug-resistant Tuberculosis receiving outpatients care
Global & World Health Organization. Geneva: ; 2023 (2023). https://www.who.int/teams/global-tuberculosis-programme/tb-reports/global-tuberculosis-report-2023
Johnson, J. M., Mohapatra, A. K., Velladath, S. U. & Shettigar, K. S. Predictors of…
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A multimodal dataset for precision oncology in head and neck cancer
Data collection
The data was acquired from the Department of Otorhinolaryngology and Head and Neck Surgery and from the Pathological Institute of the University Hospital in Erlangen. All data was collected and published following the local ethics…
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