These methods could be broadly classified as those with and without scRNA-seq references. Based on their computational techniques, we grouped the methods as follows: probabilistic-based, non-negative matrix factorization-based (NMF-based), graph-based, optimal-transport (OT)-based and deep learning...
3b). When clusters were plotted by pseudotime value (Fig. 3c), they grouped into populations with either more basal cell (C10, C7, C6, C4, and C5) or differentiated cell characteristics (C1, C8, C0, C11, C2, and C3). Layer-specific epidermal markers routinely used at the protein ...
Thus, we grouped the 8 strategies into four multifaceted improvement approaches, i.e., groups of implementation strategies that can be delivered together. These included: external facilitation (including facilitation, audit and provide feedback, and tailor strategies), educational meetings (including ...
These were then grouped under several categories (Figure 1) based on predicted functions (Table 1). Figure 1 Classification of differentially expressed ESTs and expression analysis of selected ESTs. (A) Distribution of ESTs obtained from subtractive hybridization of salt gland rich-tissue and ...
c. peralta (West African giraffe) are grouped into a single species, designated the northern giraffe (Giraffa camelopardalis) with an estimated population size of 5,250 individuals, making it the smallest and among the most imperiled of the four giraffe species, with an estimated population ...
(lipid metabolism), as 94.1% of genes annotated with the category 'lipid metabolism' are grouped together in this cluster, constituting 84% of the genes in the cluster. Our method has also discovered the relationship of six additional genes, annotated by other Slim categories, to lipid ...
syntactic categories:Words can be grouped together into a relatively small number of classes, called syntactic categories. Major lexical categories: (as heads) N, V, A, V Word-level categories Minor lexical categories: det. Deg. Qua. Aux. con. major lexical category:one type of word level ...
The 21 study communities were first grouped into 7 matched triplets, 4 in Zambia and 3 in South Africa, based on geographical proximity, implementing partners for HIV services and the best available estimates of adult HIV prevalence. The matched design was used with the aim of minimizing between...
(corresponding to [Math Processing Error]≈50 samples of [Math Processing Error]1000×20 matrices, covering the entire range of nodes) as training sets, from the innermost layer to the peripheral layer such that nodes with similar layer values are grouped into a single sample. We project ...
post-dinner and pre-bedtime. All records that occurred within the same period were grouped together and formed a feature set to feed into the RL model as input (detailed list of the input features provided in Supplementary Table2). For structured data, we aligned and normalized them. For fre...