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Analytical derivation of the prior XSwap probability of a hetnet edge
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We designed a hetnet for drug repurposing that contains 50 thousand nodes (of 10 labels) and 3 million relationships (of 27 types). And we’ve chosen neo4j for handling network storage and interaction.
Rigor and Transparency Index, a new metric of quality for assessing biological and medical science methods
Joe Menke, Martijn Roelandse, Burak Ozyurt, Maryann Martone, Anita Bandrowski bioRxiv (2020-01-18) https://doi.org/dkg6
DOI: 10.1101/2020.01.15.908111
The study introduces an automated method called SciScore to detect whether an article's methods section mentions any of 15 categories, such as a consent statement or an organism. These metrics are combined to create a single score for each article called the "Rigor and Transparency Index". The authors applied the method to the PubMed Central Open Access subset with over 1 million articles to identify trends in the level of details provided by method sections.
DISEASES 2.0: a weekly updated database of disease–gene associations from text mining and data integration
Dhouha Grissa, Alexander Junge, Tudor I Oprea, Lars Juhl Jensen bioRxiv (2021-12-09) https://doi.org/gn3fj4
DOI: 10.1101/2021.12.07.471296
The webapp and latest downloads are available at . Version 1 is described in the 2015 publication.