Post-operative early recurrence (ER) of hepatocellular carcinoma (HCC) is a major cause of mortality.Predicting ER before treatment can guide treatment and follow-up protocols.Deep learning Wooden Train Set frameworks, known for their superior performance, are widely used in medical imaging.However, they face challenges due to limited annotated dat
Loss of multi-epitope specificity in memory CD4(+) T cell responses to B. pertussis with age.
Pertussis is still occurring in highly vaccinated populations, affecting individuals of all ages.Long-lived Th1 CD4(+) T cells are essential for protective immunity against pertussis.For better understanding of the limited immunological memory to Bordetella pertussis, we used a panel of Pertactin and Pertussis toxin specific peptides to interrogate
Ricci curvature of random and empirical directed hypernetworks
Abstract Relationships in real systems are often not binary, but of a higher order, and therefore cannot be faithfully modelled by graphs, but rather need hypergraphs.In this work, we systematically develop formal tools for analyzing the geometry and the dynamics of hypergraphs.In particular, we show that Ricci curvature concepts, inspired by the c
Hollywood, The American Image And The Global Film Industry
The emergence of indigenous film industries across the world has been seen by sensory play many as a threat to the influence of Hollywood on the movie scene.This paper tries to look at the ideological influence of Hollywood on movies the world over.the paper considered the Chinese, Indian and Nigerian film industries.the three industries were chos