这些图像承载着丰富的形态学信息。 组学数据(Omics Data):这是一个庞大的家族,包括基因组学(Genomics)、转录组学(Transcriptomics)、蛋白质组学(Proteomics)等。其中,空间转录组学(Spatial Transcriptomics, ST)技术犹如一双“火眼金睛”,...
In contrast, the accuracy of the subdivided cm2 method is equivocal, and the time efficiency of this method is minimal.doi:10.1016/0031-0182(88)90102-2Janelle S. PryorElsevier B.V.Palaeogeography Palaeoclimatology PalaeoecologyPryor, J.S., 1988. Sampling methods for quantitative analysis of coal...
Another key during microbial sampling is to record the metadata associated with each of the sample. This process is a highly individualized practice with unique preferences for data organization and collection of information, but there are still minimum information standards (mandatory attributes and ...
Probability samplingmeans that every member of the population has a chance of being selected. It is mainly used inquantitative research. If you want to produce results that are representative of the whole population, probability sampling techniques are the most valid choice. There are four main typ...
Methods of Data Collection in Quantitative, Qualitative, and Mixed Research 8 Research in Real Life Data Collecting and Research Questions One common task of educational researchers is the evaluation of teacher professional development programs. For this, you should attempt to use an experimental ...
Qualitative sampling methods differ from quantitative sampling methods. It is important that one understands those differences, as well as, appropriate qualitative sampling techniques. Appropriate sampling choices enhance the rigor of qualitative research studies. These types of sampling strategies are presente...
A graph neural network that combines scRNA-seq and protein–protein interaction data We introduce a dual-view graph neural network (GNN) framework called scNET that integrates scRNA-seq data with protein–protein interaction networks. This approach enhances the characterization of gene functions, pathway...
Analysis of metagenomic data Metagenomics describes the analysis of genetic information in a microbial community to provide taxonomic or functional information on the constituent microorganisms. This Primer describes suitable sample types, sampling handling and processing workflows for metagenomics, and gives ...
This course will cover the fundamental principles of science, some history and philosophy of science, research designs, measurement, sampling and ethics. The course is comparable to a university level introductory course on quantitative research methods in the social sciences, but has a strong focus ...
Here, we analyzed a relatively large, labeled dataset with quantitative features, and we expect non-linear relationship among the variables and the predictable target. We also require the model to be computationally fast and efficient to allow investigation of a large number of scenarios for ...