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In this manuscript, we describe the DSE architecture and key functionalities, and examine its potential contributions to the signal management process by focusing on four use cases: the identification of missing cases from a case series, the identification of duplicate case reports, retrieving cases for a case series analysis, and community detection for signal identification and characterization.
Identification of duplicate studies 3.
In future versions, we plan to include additional functionality, such as identification of duplicate entries, and direct query capability of further public compound repositories, such as ChEMBL and others.
Verma started his research career at G. B. Pant University of Agriculture and Technology, Pantnagar, where he worked on the DNA fingerprinting of Indian scented basmati rice for identification of duplicate accessions.
Data cleaning was applied to the identification of duplicate publications on the same patient cohorts.
The electronic availability of such manuscripts has aided in the identification of duplicate citations by allowing for more transparency and thus more precise characterizations of the similarities amongst these articles.
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Global identification of duplicated genes in the genome of G. lamblia indicated that gene duplication was essential for the origin and evolution of its parasitic lifestyle.
The data preparation phase of the analysis involved a thorough identification of duplicates in order to avoid inflation of numbers of records and therefore biases in prioritization.
Identification of duplicated genes is valuable to understand the adaptive evolution of organisms.
Both MG-RAST [ 45] and IMG/M [ 46] use prefix checking for identification of duplicates.
In epidemiological studies, medical data-chaining and identification of duplicates are essential.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com