Four decades of retinal vessel segmentation research (1982–2025) are synthesized, spanning classical image processing, machine learning, and deep learning paradigms. A meta‐analysis of 428 studies establishes a unified taxonomy and highlights performance trends, generalization capabilities, and clinical relevance.
Avinash Bansal +6 more
wiley +1 more source
The association between family capital and physical exercise among young and middle-aged adults: the potential mediating pathway of intergenerational transmission of education. [PDF]
Yang F, Yi Q, Yang Y, Wang L.
europepmc +1 more source
“French Capital of Culture”: For the Sustainable Development of Local Cultural Policies [PDF]
The “French Capital of Culture,” which started in 2022, is a cultural festival modeled after the EU’s “European Capital of Culture.” It will be held every two years in various parts of France.
長嶋, 由紀子, NAGASHIMA, Yukiko
core
Dimensions of the AI Divide: Digital Inequality and Psychological Consequences
ABSTRACT Artificial intelligence (AI) has become a foundational component of contemporary social, economic, and political life. Yet, the ways in which AI reshapes patterns of exclusion beyond questions of access and technical capability remain insufficiently theorized.
Christos Papaioannou
wiley +1 more source
Influencing factors of smartphone addiction in the era of artificial intelligence: based on the perspective of home-school. [PDF]
Fei J, Zhang Y.
europepmc +1 more source
ABSTRACT The rapid advancement of large language model (LLM) technology is profoundly transforming the practice of social science research. Scholarly discussions on Artificial Intelligence (AI)'s role in social science research can be organised into three levels: AI as a research tool, AI as a methodological infrastructure and AI as a quasi‐cognitive ...
Jie Xiong
wiley +1 more source
The influence of family cultural capital on student learning engagement: a study on the mediating role of parental educational involvement. [PDF]
Zang J, Chen P.
europepmc +1 more source
ABSTRACT Open‐source artificial intelligence is widely promoted as a democratising pathway to digital sovereignty for African states, offering access to frontier architectures without prohibitive capital investment. This paper investigates whether open‐source AI represents a credible route to autonomy or generates a new form of structural dependency ...
Ololade A. Shonubi
wiley +1 more source
Evaluation of interactive digital art healing effects based on multi modal physiological signals and generative adversarial networks (GANs): an empirical study of the neural mechanisms of emotion regulation. [PDF]
Xu Z, Xia B.
europepmc +1 more source
Food insecurity and unemployment among immigrants in the United States
Abstract Immigrants can be more vulnerable to economic downturns and, during periods of economic hardship, more likely to experience food insecurity compared to natives. This study examines the differential effect of the unemployment rate on the probability of being food insecure among diverse groups of immigrant households relative to natives in the ...
Siwen Zhou +3 more
wiley +1 more source

