Inferring biologically relevant molecular tissue substructures by agglomerative clustering of digitized spatial transcriptomes with multilayer.
Sign Up to like & getrecommendations! Published in 2021 at "Cell systems"
DOI: 10.1016/j.cels.2021.04.008
Abstract: Spatially resolved transcriptomics (SrT) can investigate organ or tissue architecture from the angle of gene programs that define their molecular complexity. However, computational methods to analyze SrT data underexploit their spatial signature. Inspired by contextual… read more here.
Keywords: agglomerative clustering; tissue; relevant molecular; molecular tissue ... See more keywords
Enhanced Approach for Agglomerative Clustering Using Topological Relations
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DOI: 10.1109/access.2023.3252374
Abstract: Spatial data clustering has long been used to facilitate the knowledge discovery process. Several approaches have been proposed in the literature for detecting and understanding hidden patterns. These approaches are based on different perspectives and… read more here.
Keywords: topological relations; clustering using; enhanced approach; agglomerative clustering ... See more keywords
Using Deep-Learned Vector Representations for Page Stream Segmentation by Agglomerative Clustering
Sign Up to like & getrecommendations! Published in 2023 at "Algorithms"
DOI: 10.3390/a16050259
Abstract: Page stream segmentation (PSS) is the task of retrieving the boundaries that separate source documents given a consecutive stream of documents (for example, sequentially scanned PDF files). The task has recently gained more interest as… read more here.
Keywords: stream segmentation; document; page stream; segmentation ... See more keywords