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http://dx.doi.org/10.1093/bjs/znae120 | DOI Listing |
IEEE Trans Pattern Anal Mach Intell
September 2025
Stochastic Kriging (SK) is a generalized variant of Gaussian process regression, and it is developed for dealing with non-i.i.d.
View Article and Find Full Text PDFHealth Expect
October 2025
Yorkshire Quality and Safety Research Group, Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK.
Background: Older people face numerous challenges when managing multiple medicines. They are required to cope with complicated and changing medicines regimens and coordinate input from multiple health and social care professionals. When not well managed, medicines can cause harm, and older people are more susceptible to the impact of errors.
View Article and Find Full Text PDFNeural Netw
September 2025
School of Automation, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China. Electronic address:
Epilepsy with its complex seizure mechanisms and diverse clinical manifestations, presents numerous challenges for clinical diagnosis and treatment, while electroencephalography (EEG) plays a crucial and irreplaceable role in its diagnosis. Although general-purpose foundation models have demonstrated some capability in knowledge processing, they still face challenges in capturing specific disease features and dealing with data scarcity in highly specialized domains such as epilepsy. To address these issues, we propose a domain-specific foundation model for epilepsy-EpilepsyFM, designed to learn generalized representations of epilepsy to support various downstream tasks.
View Article and Find Full Text PDFSickle cell disease (SCD) is a hereditary blood disorder characterized by the production of abnormal hemoglobin molecules that cause red blood cells to take on a crescent or sickle shape. SCD causes excruciating pain, leading to hospitalizations and negatively affecting patients' quality of life. In transitioning to university life, students find themselves in a new environment, with demanding new domestic responsibilities and engaging in academic tasks that are perceived as different and are closely related to future success and dealing with their social life.
View Article and Find Full Text PDFOpen Res Eur
August 2025
CSGI - Consorzio Interuniversitario per lo Sviluppo dei Sistemi a Grande Interfase, Via della Lastruccia 3, 50019 Zona Osmannoro Firenze, Italy.
Citizen science plays a crucial role in advancing the objectives of the European Union's Water Framework Directive (WFD) and the United Nations Sustainable Development Goals (SDGs). Among the key strengths of citizen science is that it fills information gaps in the management and observation of aquatic ecosystems, especially small rivers that often lack national and sub-national agency monitoring. The present study explores opportunities and challenges of integrating citizen science data with those of Environmental Agencies.
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