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From public health to AI safety: improving machine learning approaches by collecting, selecting, or reducing the need for high-quality data
Published 2024“…During the COVID-19 pandemic, governments worldwide needed information on which non-pharmaceutical interventions (NPIs) could most effectively curb virus transmission. …”
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Stability characterizations of feed-based bivalent vaccine containing inactivated Streptococcus agalactiae and Aeromonas hydrophila against streptococcosis and Aeromonas infections in red hybrid tilapia (Oreochromis sp.)
Published 2024“…Feed-based bivalent vaccine (FBBV) containing killed whole organism (KWO) of Streptococcus agalactiae and Aeromonas hydrophila with 10% palm oil was previously proved to improve red hybrid tilapia’s (Oreochromis sp.) immunity against streptococcosis and Aeromonas infections. …”
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A push–pull–mooring view on technology-dependent shopping under social distancing: when technology needs meet health concerns
Published 2022“…Anchored on the push–pull–mooring framework, our findings suggest that consumers’ health concerns (push factors), technology needs (pull factors), task–technology fit considerations (mediators) and pandemic-induced psychological states (mooring factors) are all critical contributors to the adoption of technology-dependent shopping with varied explanatory powers. …”
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Beyond ideals: why the (medical) AI industry needs to motivate behavioural change in line with fairness and transparency values, and how it can do it
Published 2023“…Drawing on insights from psychological theories, we assert the need to understand the values that underlie decisions made by individuals involved in creating and deploying AI systems. …”
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A home for all within planetary boundaries: pathways for meeting England's housing needs without transgressing national climate and biodiversity goals
Published 2022“…However, meeting greater housing need without rapid housing expansion is theoretically possible. …”
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Investigating the role of psychological needs in predicting the educational sustainability of Metaverse using a deep learning-based hybrid SEM-ANN technique
Published 2023“…The COVID-19 pandemic has disrupted the education system and the need to accelerate the digitalization of education has received a lot of attention. …”
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Machine Learning Method for Forecasting Weather Needed For Crop Water Demand Estimations in Low-Resource Settings Using A Case Study in Morocco
Published 2024“…Low and middle income countries often do not have the infrastructure needed to support weather forecasting models, which are computationally expensive and often require detailed inputs from local weather stations. …”
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What drives Chinese youth to use fitness-related health information on social media? an analysis of intrinsic needs, social media algorithms, and source credibility
Published 2024“…Additionally, social media algorithms moderated the relationship between the need for relatedness and fitness-related health information behavior. …”
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“I really need your help with this work..”: A System for Navigating the Tricky Terrain of Managing Up by Leveraging One’s Motivation to Get Things Done
Published 2024“…When people need help from their supervisors or peers, they often have to manage up to get things done. …”
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Biologic therapies and the need for hip and knee replacement amongst patients with rheumatoid arthritis: A population-based epidemiology study using electronic medical records and registry data
Published 2018“…The aim of this DPhil was to estimate the impact of biologic therapies on the need for major joint replacement amongst RA patients using observational health data. …”
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Development of Attention-based Prediction Models for All-cause Mortality, Home Care Need, and Nursing Home Admission in Ageing Adults in Spain Using Longitudinal Electronic Health Record Data
Published 2025“…However, nursing home admission and home care need in the long term were harder to predict, suggesting their dependence on more abrupt changes. …”
Journal article