Robust Multi‐Source Batch Normalisation for Test‐Time Batch Adaptation
ABSTRACT Test‐Time Batch Adaptation (TTBA) aims to adapt a pre‐trained source model to small, unlabelled target batches at test time. The TTBA methods focus on adapting the pre‐trained model or the target data in a one‐to‐one alignment paradigm. However, these one‐to‐one alignment paradigms assume that the source domain may share the same knowledge ...
Xinlin Xiao +3 more
wiley +1 more source
A Lightweight Hybrid Network for Medical Image Segmentation With Adaptive Feature Selection
ABSTRACT Accurate medical image segmentation with low model complexity remains difficult because lesions are often small in scale and boundary cues are easily corrupted by noise. Although recent segmentation methods have achieved strong performance, many of them rely on increasingly complex architectures with high computational costs, limiting their ...
Zhouwei Lin +7 more
wiley +1 more source
Novel aflatoxin oxidase CotA alleviates aflatoxin B<sub>1</sub> toxicity in broilers by reducing hepatic AFB<sub>1</sub> residues and inhibiting oxidative stress-mediated ferroptosis. [PDF]
Rao Z +6 more
europepmc +1 more source
ABSTRACT Recent climate phenomena show that Spain is one of the most vulnerable countries to climate change impacts, with varied regional effects from flash floods to drought. This study assesses the vulnerability of four major crops (cereal, rice, grape and olive) in Catalonia to climate change through a comprehensive vulnerability index incorporating
Mahdieh Khezri‐nejad‐gharaei +3 more
wiley +1 more source
Inactivated <i>Akkermansia muciniphila</i> AKK PROBIO Preserves Intestinal Homeostasis and Ameliorates DSS-Induced Colitis in Mice. [PDF]
Zhang H, Liu C, Huang Y, Ma X, Ren D.
europepmc +1 more source
The Mysterious Stranger and Modern Enchantment
ABSTRACT Sociological accounts of modernity have long emphasized rationalization, alienation, and the attenuation of affective intensity. While these diagnoses capture crucial dynamics of modern social order, they leave underexplored a persistent and generative dimension of social life: enchantment.
Dmitry Kurakin
wiley +1 more source
Orchestrating immunopathology: the spectrum of programmed cell death pathways co-opted by influenza a virus in pulmonary immunity. [PDF]
Luo Y +5 more
europepmc +1 more source
Scalable Computation of Topological Abstractions for Scalar Data
Abstract Topological data analysis has become an important tool for large scale scalar data analysis and visualization, efficiently extracting the inherent structure and features of interest of the data. However, with growing dataset sizes and complexity, it is increasingly becoming infeasible to compute topological abstractions of interest in serial ...
M. Will +6 more
wiley +1 more source
Expression of sugarcane COBRA-Like genes, ScBC1 and ScBC1L2, increases plant biomass. [PDF]
Cardoso S +9 more
europepmc +1 more source
Lack of Compliance in Gillnet Fisheries Regulations Increases Risk to a Vulnerable Species
ABSTRACT This article presents an analysis of regulatory compliance in a Brazilian gillnet fishery, based on Vessel Monitoring System (VMS) tracking data. Satellite transmissions records, interpreted as proxies for gillnet haulings events, were analyzed and classified using a neural network to assess the level of compliance of the gillnet fleet.
Rodrigo Claudino dos Santos +3 more
wiley +1 more source

