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Impact of polystyrene nanoplastics on soil microbial biomassNARA Subscribed
Three Generations of NARCliM : Evaluation of Precipitation, Temperature and Their Extremes Over the CORDEX Australasia DomainNARA Subscribed
The NSW and Australian Regional Climate Modelling Version 2.0 (NARCliM2.0) is the latest generation of regional climate modelling project, building on the success of NARCliM versions 1.0 and 1.5. Evaluating and comparing the three generations is crucial to ensure scientific credibility, improve model skill, enhance understanding of climate processes, and provide reliable information for climate risk assessment and adaptation p...
Interpretable deep learning reveals spatiotemporal MRI features of brain aging that align with neurodegenerationNARA Subscribed
Cortical thinning and atrophy are hallmarks of brain aging that have been characterized using magnetic resonance imaging (MRI). Brain aging involves many neuroanatomic features whose effects on brain structure remain unexplored. To address this challenge, we trained interpretable deep neural networks (DNNs) to estimate brain age (BA) from T 1 -weighted ( T 1 w) MRI. By identifying MRI features unapparent to humans, DNNs can fi...
Alzheimer’s disease (AD) disproportionately affects women and carriers of the apolipoprotein E ε4 allele (APOE4), yet little is known about how sex and APOE interact to influence white matter (WM) integrity during disease progression. We integrated diffusion MRI and matched blood transcriptomic data to investigate these interactions and their underlying biological mechanisms. WM microstructure was quantified using diffusion te...