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5 results for “similarity index”
The RESPECT Trade Similarity Index
<p>We use detailed product-level trade data from Eurostat to construct a Trade Similarity Index for each Member State of the European Union and each third country. The Trade Similarity Index takes values between 0 and 1. A higher value indicates that the trade pattern of the Member State is more similar to the average of the European Union. A value of 0 means that there is no product overlap between the exports (or imports) of the Member State and the rest of the EU. A value of 1 means that the Member State exports (or imports) every product in the same proportion as the rest of the EU.</p>
An abundance and morphology-based similarity index
<p>Classic similarity indices measure community resemblance in terms of incidence (the number of shared species) and abundance (the extent to which the shared species are an equivalently large component of the ecosystem). Here we describe a general method for increasing the amount of information contained in the output of these indices and describe a new "soft" ecological similarity measure (here called soft Chao-Jaccard similarity). The new measure quantifies community resemblance in terms of shared species, while accounting for intraspecific variation in abundance and morphology between samples. We demonstrate how our proposed measure can reconstruct short ecological gradients using random samples of taxa, recognizing patterns that are completely missed by classic measures of similarity. To demonstrate the utility of our new index, we reconstruct a morphological gradient driven by river flow velocity using random samples drawn from simulated and real-world data. Results suggest that the new index can be used to recognize complex short ecological gradients in settings where only information about specimens is available. We include open-source R code for calculating the proposed index.</p>
Diaphragmatic Physiology Similarity Index May Titrate HFNC Flow Setting: A Prospective Observational Study
ClinicalTrials.gov study NCT06996665. IPD Sharing: NO. Countries: 1. Publications: 8.
An abundance and morphology-based similarity index
Open the record for dataset details and reuse information.
CaSSiDI: Novel single-cell “Cluster Similarity Scoring and Distinction Index” reveals critical functions for PirB and context-dependent Cebpb repression
GEO Series GSE252466. Mus musculus. 8 samples. Type: Expression profiling by high throughput sequencing.
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.