Models

Dataset Information

0

Nassar2022 - Microbiome target gene NER model

ABSTRACT: Microbiome target gene model is a Named Entity Recognition (NER) model that identifies and annotates microbiome target genes, phylogenetic marker genes or hypervariable regions in texts. This is the final model version used to annotate metagenomics publications in Europe PMC and enrich metagenomics studies in MGnify with target genes metadata from literature. For more information, please refer to the following blogs: http://blog.europepmc.org/2020/11/europe-pmc-publications-metagenomics-annotations.html https://www.ebi.ac.uk/about/news/service-news/enriched-metadata-fields-mgnify-based-text-mining-associated-publications

SUBMITTER: Maaly Nassar  

PROVIDER: MODEL2202170005 | BioModels | 2022-02-21

REPOSITORIES: BioModels

Json Xml

Dataset's files

Source:
Action DRS
MODEL2202170005?filename=gene.zip Other
Items per page:
1 - 1 of 1
altmetric image

Publications

A machine learning framework for discovery and enrichment of metagenomics metadata from open access publications.

Nassar Maaly M   Rogers Alexander B AB   Talo' Francesco F   Sanchez Santiago S   Shafique Zunaira Z   Finn Robert D RD   McEntyre Johanna J  

GigaScience 20220801

Metagenomics is a culture-independent method for studying the microbes inhabiting a particular environment. Comparing the composition of samples (functionally/taxonomically), either from a longitudinal study or cross-sectional studies, can provide clues into how the microbiota has adapted to the environment. However, a recurring challenge, especially when comparing results between independent studies, is that key metadata about the sample and molecular methods used to extract and sequence the ge  ...[more]

Similar Datasets

Models Nassar2022 - Microbiome PCR primer NER model
2022-02-21 | MODEL2202170011 | BioModels
Models Nassar2022 - Microbiome ecoregion NER model
2023-09-15 | MODEL2202170003 | BioModels
Models Nassar2022 - Microbiome host NER model
2022-02-21 | MODEL2202170006 | BioModels
Models Nassar2022 - Microbiome site NER model
2023-09-15 | MODEL2202170013 | BioModels
Models Nassar2022 - Microbiome sample-material NER model
2022-02-21 | MODEL2202170001 | BioModels
Models Nassar2022 - Microbiome collection date NER model
2022-02-21 | MODEL2202170002 | BioModels
Models Nassar2022 - Microbiome engineered environment NER model
2022-02-21 | MODEL2202170004 | BioModels
Models Nassar2022 - Microbiome LS NER model
2022-02-21 | MODEL2202170009 | BioModels
Models Nassar2022 - Microbiome treatment NER model
2022-12-05 | MODEL2202170015 | BioModels
Models Nassar2022 - Microbiome sequencing NER model
2022-02-21 | MODEL2202170012 | BioModels