Data variability across Canadian administrative health databases: Differences in content, coding, and completeness
Sign Up to like & getrecommendations! Published in 2019 at "Pharmacoepidemiology and Drug Safety"
DOI: 10.1002/pds.4889
Abstract: The Canadian Network for Observational Drug Effect Studies (CNODES) is a network of Canadian research centres using administrative data to conduct distributed drug safety and effectiveness studies. In this study, we compare the provincial administrative… read more here.
Keywords: data variability; variability across; health databases; canadian administrative ... See more keywords
Deciphering neuronal variability across states reveals dynamic sensory encoding
Sign Up to like & getrecommendations! Published in 2024 at "Nature Communications"
DOI: 10.1038/s41467-025-56733-w
Abstract: Influenced by factors such as brain states and behavior, neurons exhibit substantial response variability even to identical stimuli. Because these factors are non-stationary, they dynamically impact the fidelity of sensory processing. However, it remains unclear… read more here.
Keywords: across states; variability; neuronal variability; variability across ... See more keywords
Genetic properties underlying transcriptional variability across different perturbations
Sign Up to like & getrecommendations! Published in 2024 at "Nature Communications"
DOI: 10.1038/s41467-025-57642-8
Abstract: The rate and direction of phenotypic evolution depend on the availability of phenotypic variants induced genetically or environmentally. It is widely accepted that organisms do not display uniform phenotypic variation, with certain variants arising more… read more here.
Keywords: phenotypic; variability across; across different; genetic properties ... See more keywords
High particle variability across siliconized and oil-free syringes and needles from the same lots
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-84158-0
Abstract: Previous studies have reported silicone oil (SO) applied to needles and syringes in the vitreous of patients after intravitreal injections. We evaluated four syringes (SR 1-mL insulin, Saldanha-Rodrigues; BD 1-mL Tuberculin Slip Tip, Becton–Dickinson; BD… read more here.
Keywords: variability across; syringes needles; particle variability; high particle ... See more keywords
Quantifying compositional variability in microbial communities with FAVA
Sign Up to like & getrecommendations! Published in 2025 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2413211122
Abstract: Significance Studies of microbial community composition across time, space, or biological replicates often rely on summary statistics that analyze just one or two samples at a time. Although these statistics effectively summarize the diversity of… read more here.
Keywords: quantifying compositional; variability; variability across; microbial communities ... See more keywords
Reducing image variability across OCT devices with unsupervised unpaired learning for improved segmentation of retina.
Sign Up to like & getrecommendations! Published in 2020 at "Biomedical optics express"
DOI: 10.1364/boe.379978
Abstract: Diagnosis and treatment in ophthalmology depend on modern retinal imaging by optical coherence tomography (OCT). The recent staggering results of machine learning in medical imaging have inspired the development of automated segmentation methods to identify… read more here.
Keywords: oct devices; image; variability across; segmentation ... See more keywords
Output variability across animals and levels in a motor system
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DOI: 10.7554/elife.31123
Abstract: Rhythmic behaviors vary across individuals. We investigated the sources of this output variability across a motor system, from the central pattern generator (CPG) to the motor plant. In the bilaterally symmetric leech heartbeat system, the… read more here.
Keywords: system; variability across; variability; output ... See more keywords