81 Fixing or mixing? Improving small sample size longitudinal microbiome models
Objectives/Goals: Longitudinal studies capture dynamic host–environment interactions crucial to microbiome research. Commonly used mixed-effects models can struggle with small clinical samples, like many endometrial cancer studies.
Raunak Vijayakar +2 more
doaj +1 more source
Automatic Dendrogram Slicing for Mixed-Type Data Clustering
Abstract Clustering is one of the most ubiquitous unsupervised learning tasks, with applications to a wide variety of domains. Genomics data analysis makes no exception, yet genomics datasets combine features of different natures (continuous and categorical) and are, therefore, of mixed type.
Palazzo, Lucio +3 more
openaire +2 more sources
Bayesian nonparametric modeling of mixed-type bounded data
We propose a Bayesian nonparametric model for mixed-type bounded data, where some variables are compositional and others are interval-bounded. Compositional variables are non-negative and sum to a given constant, such as the proportion of time an individual spends on different activities during the day or the fraction of different types of nutrients in
Liu, Rufeng +3 more
openaire +2 more sources
Analysis of Bond Strength of Bioceramic Sealer Following Irrigation with Chlorhexidine. [PDF]
Costa LG +5 more
europepmc +1 more source
Identification and genomic location of resistance to bacterial leaf streak of barley. [PDF]
Velasco DD +5 more
europepmc +1 more source
Invasive stratified mucin-producing carcinoma of the cervix: a report of 34 cases of immunohistochemical and clinicopathological findings. [PDF]
Wang R +7 more
europepmc +1 more source
Litter type and thickness modulate microclimate and seedling establishment in <i>Cunninghamia lanceolata</i>. [PDF]
Liu B, Wang Z, Wang L.
europepmc +1 more source
Mixed circuit training as a non-pharmacological strategy to improve platelet function and oxidative balance in type 2 diabetes: role of purinergic signaling. [PDF]
Chaves LM +7 more
europepmc +1 more source
FLASH-MM: fast and scalable single-cell differential expression analysis using linear mixed-effects models. [PDF]
Xu C +4 more
europepmc +1 more source
Dual dimensions of sensitization: age-stratified and disease-associated sIgE profiles in pediatric eczema and urticaria. [PDF]
Yang L +8 more
europepmc +1 more source

