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PubTator central: automated concept annotation for biomedical full text articles

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.jbi.2013.12.006openalex-snapshot
NCBI disease corpus: A resource for disease name recognition and concept normalization
inferredcites →https://doi.org/10.1016/j.ygeno.2016.10.003openalex-snapshot
A PubMed-wide study of endometriosis
inferredcites →https://doi.org/10.1038/s41598-018-24457-1openalex-snapshot
Integrative annotation and knowledge discovery of kinase post-translational modifications and cancer-associated mutations through federated protein ontologies and resources
inferredcites →https://doi.org/10.1088/1742-6596/1069/1/012037openalex-snapshot
Evaluation of the Performance of BioNLP Tools for Discovering Causal Genes in Terms with Pathway Enrichment
inferredcites →https://doi.org/10.1093/bioinformatics/btt156openalex-snapshot
tmVar: a text mining approach for extracting sequence variants in biomedical literature
inferredcites →https://doi.org/10.1093/bioinformatics/btt474openalex-snapshot
DNorm: disease name normalization with pairwise learning to rank
inferredcites →https://doi.org/10.1093/bioinformatics/btw343openalex-snapshot
TaggerOne: joint named entity recognition and normalization with semi-Markov Models
inferredcites →https://doi.org/10.1093/bioinformatics/btw511openalex-snapshot
HiPub: translating PubMed and PMC texts to networks for knowledge discovery
inferredcites →https://doi.org/10.1093/bioinformatics/btx439openalex-snapshot
On expert curation and scalability: UniProtKB/Swiss-Prot as a case study
inferredcites →https://doi.org/10.1093/bioinformatics/btx541openalex-snapshot
tmVar 2.0: integrating genomic variant information from literature with dbSNP and ClinVar for precision medicine
inferredcites →https://doi.org/10.1093/bioinformatics/bty114openalex-snapshot
A global network of biomedical relationships derived from text
inferredcites →https://doi.org/10.1093/bioinformatics/bty845openalex-snapshot
LION LBD: a literature-based discovery system for cancer biology
inferredcites →https://doi.org/10.1093/bioinformatics/bty871openalex-snapshot
Thalia: semantic search engine for biomedical abstracts
inferredcites →https://doi.org/10.1093/bioinformatics/btz070openalex-snapshot
PMC text mining subset in BioC: about three million full-text articles and growing
inferredcites →https://doi.org/10.1093/database/bas010openalex-snapshot
Argo: an integrative, interactive, text mining-based workbench supporting curation
inferredcites →https://doi.org/10.1093/database/bas020openalex-snapshot
Text mining for the biocuration workflow
inferredcites →https://doi.org/10.1093/database/bas043openalex-snapshot
Biocuration workflows and text mining: overview of the BioCreative 2012 Workshop Track II
inferredcites →https://doi.org/10.1093/database/bat064openalex-snapshot
BioC: a minimalist approach to interoperability for biomedical text processing
inferredcites →https://doi.org/10.1093/database/bau003openalex-snapshot
Literature mining of genetic variants for curation: quantifying the importance of supplementary material
inferredcites →https://doi.org/10.1093/database/bau038openalex-snapshot
iSimp in BioC standard format: enhancing the interoperability of a sentence simplification system
inferredcites →https://doi.org/10.1093/database/bau094openalex-snapshot
Hybrid curation of gene–mutation relations combining automated extraction and crowdsourcing
inferredcites →https://doi.org/10.1093/database/baw032openalex-snapshot
Assessing the state of the art in biomedical relation extraction: overview of the BioCreative V chemical-disease relation (CDR) task
inferredcites →https://doi.org/10.1093/database/baw043openalex-snapshot
BRONCO: Biomedical entity Relation ONcology COrpus for extracting gene-variant-disease-drug relations
inferredcites →https://doi.org/10.1093/database/baw068openalex-snapshot
BioCreative V CDR task corpus: a resource for chemical disease relation extraction
inferredcites →https://doi.org/10.1093/database/baw161openalex-snapshot
Pressing needs of biomedical text mining in biocuration and beyond: opportunities and challenges
inferredcites →https://doi.org/10.1093/database/bay137openalex-snapshot
PubTerm: a web tool for organizing, annotating and curating genes, diseases, molecules and other concepts from PubMed records
inferredcites →https://doi.org/10.1093/nar/gks563openalex-snapshot
GeneView: a comprehensive semantic search engine for PubMed
inferredcites →https://doi.org/10.1093/nar/gkt441openalex-snapshot
PubTator: a web-based text mining tool for assisting biocuration
inferredcites →https://doi.org/10.1093/nar/gky355openalex-snapshot
LitVar: a semantic search engine for linking genomic variant data in PubMed and PMC
inferredcites →https://doi.org/10.1109/jbhi.2015.2422651openalex-snapshot
SimConcept: A Hybrid Approach for Simplifying Composite Named Entities in Biomedical Text
inferredcites →https://doi.org/10.1155/2015/918710openalex-snapshot
GNormPlus: An Integrative Approach for Tagging Genes, Gene Families, and Protein Domains
inferredcites →https://doi.org/10.1186/1471-2105-10-46openalex-snapshot
Is searching full text more effective than searching abstracts?
inferredcites →https://doi.org/10.1186/1471-2105-11-492openalex-snapshot
The structural and content aspects of abstracts versus bodies of full text journal articles are different
inferredcites →https://doi.org/10.1186/1471-2105-11-85openalex-snapshot
LINNAEUS: A species name identification system for biomedical literature
inferredcites →https://doi.org/10.1186/1471-2105-12-s8-s5openalex-snapshot
Cross-species gene normalization by species inference
inferredcites →https://doi.org/10.1186/1471-2105-9-402openalex-snapshot
Abbreviation definition identification based on automatic precision estimates
inferredcites →https://doi.org/10.1186/1758-2946-7-s1-s2openalex-snapshot
The CHEMDNER corpus of chemicals and drugs and its annotation principles
inferredcites →https://doi.org/10.1186/gb-2008-9-s2-s3openalex-snapshot
Overview of BioCreative II gene normalization
inferredcites →https://doi.org/10.1186/s13321-018-0317-4openalex-snapshot
Configurable web-services for biomedical document annotation
inferredcites →https://doi.org/10.1186/s13326-017-0113-5openalex-snapshot
12 years on – Is the NLM medical text indexer still useful and relevant?
inferredcites →https://doi.org/10.12688/wellcomeopenres.10210.1openalex-snapshot
SciLite: a platform for displaying text-mined annotations as a means to link research articles with biological data
inferredcites →https://doi.org/10.12688/wellcomeopenres.10210.2openalex-snapshot
SciLite: a platform for displaying text-mined annotations as a means to link research articles with biological data
inferredcites →https://doi.org/10.1371/journal.pcbi.1005017openalex-snapshot
Text Mining Genotype-Phenotype Relationships from Biomedical Literature for Database Curation and Precision Medicine
inferredcites →https://doi.org/10.1371/journal.pcbi.1005962openalex-snapshot
A comprehensive and quantitative comparison of text-mining in 15 million full-text articles versus their corresponding abstracts
inferredcites →https://doi.org/10.1371/journal.pcbi.1006390openalex-snapshot
Scaling up data curation using deep learning: An application to literature triage in genomic variation resources
inferredcites →https://doi.org/10.1371/journal.pone.0038460openalex-snapshot
SR4GN: A Species Recognition Software Tool for Gene Normalization
inferredcites →https://doi.org/10.1371/journal.pone.0152725openalex-snapshot
DiMeX: A Text Mining System for Mutation-Disease Association Extraction
inferredcites →https://doi.org/10.1371/journal.pone.0164680openalex-snapshot
BEST: Next-Generation Biomedical Entity Search Tool for Knowledge Discovery from Biomedical Literature
inferredcites →https://doi.org/10.18653/v1/w17-2306openalex-snapshot
Results of the fifth edition of the BioASQ Challenge
inferredcites →https://doi.org/10.3115/v1/d14-1181openalex-snapshot
Convolutional Neural Networks for Sentence Classification
inferredcites →https://doi.org/10.4172/jpb.1000291openalex-snapshot
A Proteomic Study of Human Merkel Cell Carcinoma
inferredcites →https://doi.org/10.7171/jbt.18-2902-002openalex-snapshot
The Cellosaurus, a Cell-Line Knowledge Resource

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Knowledge graph-derived feed efficiency analysis via pig gut microbiota
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Machine learning tools match physician accuracy in multilingual text annotation
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Ontology-driven association rule mining for biomedical entity relationships: integrating hierarchical knowledge to improve gene-disease discovery
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Novel graph-based machine-learning technique for viral infectious diseases: application to influenza and hepatitis diseases
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Working the literature harder: what can text mining and bibliometric analysis reveal?
inferred← citeshttps://doi.org/10.1093/bib/bbaa142openalex-snapshot
Recent advances of automated methods for searching and extracting genomic variant information from biomedical literature
inferred← citeshttps://doi.org/10.1093/bib/bbab134openalex-snapshot
Knowledge bases and software support for variant interpretation in precision oncology
inferred← citeshttps://doi.org/10.1093/bib/bbac282openalex-snapshot
BioRED: a rich biomedical relation extraction dataset
inferred← citeshttps://doi.org/10.1093/bib/bbac383openalex-snapshot
OncoPubMiner: a platform for mining oncology publications
inferred← citeshttps://doi.org/10.1093/bib/bbac543openalex-snapshot
A comprehensive review on knowledge graphs for complex diseases
inferred← citeshttps://doi.org/10.1093/bib/bbaf377openalex-snapshot
A conceptual framework for human–AI collaborative genome annotation
inferred← citeshttps://doi.org/10.1093/bib/bbag348openalex-snapshot
Literature-informed gene extraction and ranking for multimodal data fusion
inferred← citeshttps://doi.org/10.1093/bioadv/vbac034openalex-snapshot
Gilda: biomedical entity text normalization with machine-learned disambiguation as a service
inferred← citeshttps://doi.org/10.1093/bioadv/vbae042openalex-snapshot
Extending BioMASS to construct mathematical models from external knowledge
inferred← citeshttps://doi.org/10.1093/bioadv/vbae106openalex-snapshot
Mining drug–target interactions from biomedical literature using chemical and gene descriptions-based ensemble transformer model
inferred← citeshttps://doi.org/10.1093/bioinformatics/btaa430openalex-snapshot
PEDL: extracting protein–protein associations using deep language models and distant supervision
inferred← citeshttps://doi.org/10.1093/bioinformatics/btaa660openalex-snapshot
Cell2Chem: mining explored and unexplored biosynthetic chemical spaces
inferred← citeshttps://doi.org/10.1093/bioinformatics/btab331openalex-snapshot
Utilizing image and caption information for biomedical document classification
inferred← citeshttps://doi.org/10.1093/bioinformatics/btab365openalex-snapshot
SimText: a text mining framework for interactive analysis and visualization of similarities among biomedical entities
inferred← citeshttps://doi.org/10.1093/bioinformatics/btab694openalex-snapshot
COVID-19 Knowledge Graph from semantic integration of biomedical literature and databases
inferred← citeshttps://doi.org/10.1093/bioinformatics/btab880openalex-snapshot
MedTator: a serverless annotation tool for corpus development
inferred← citeshttps://doi.org/10.1093/bioinformatics/btac539openalex-snapshot
CPRiL: compound–protein relationships in literature
inferred← citeshttps://doi.org/10.1093/bioinformatics/btac598openalex-snapshot
BERN2: an advanced neural biomedical named entity recognition and normalization tool
inferred← citeshttps://doi.org/10.1093/bioinformatics/btac654openalex-snapshot
CITEdb: a manually curated database of cell–cell interactions in human
inferred← citeshttps://doi.org/10.1093/bioinformatics/btac660openalex-snapshot
Learning temporal difference embeddings for biomedical hypothesis generation
inferred← citeshttps://doi.org/10.1093/bioinformatics/btac721openalex-snapshot
ViMRT: a text-mining tool and search engine for automated virus mutation recognition
inferred← citeshttps://doi.org/10.1093/bioinformatics/btad310openalex-snapshot
AIONER: all-in-one scheme-based biomedical named entity recognition using deep learning
inferred← citeshttps://doi.org/10.1093/bioinformatics/btad361openalex-snapshot
Consistency enhancement of model prediction on document-level named entity recognition
inferred← citeshttps://doi.org/10.1093/bioinformatics/btad599openalex-snapshot
GNorm2: an improved gene name recognition and normalization system
inferred← citeshttps://doi.org/10.1093/bioinformatics/btad603openalex-snapshot
PEDL+: protein-centered relation extraction from PubMed at your fingertip
inferred← citeshttps://doi.org/10.1093/bioinformatics/btad698openalex-snapshot
BELB: a biomedical entity linking benchmark
inferred← citeshttps://doi.org/10.1093/bioinformatics/btae185openalex-snapshot
Literature mining discerns latent disease–gene relationships
inferred← citeshttps://doi.org/10.1093/bioinformatics/btae194openalex-snapshot
NetMe 2.0: a web-based platform for extracting and modeling knowledge from biomedical literature as a labeled graph
inferred← citeshttps://doi.org/10.1093/bioinformatics/btae246openalex-snapshot
Integration of background knowledge for automatic detection of inconsistencies in gene ontology annotation
inferred← citeshttps://doi.org/10.1093/bioinformatics/btae402openalex-snapshot
Improving dictionary-based named entity recognition with deep learning
inferred← citeshttps://doi.org/10.1093/bioinformatics/btae564openalex-snapshot
HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools
inferred← citeshttps://doi.org/10.1093/bioinformatics/btae648openalex-snapshot
Knowledge mining of brain connectivity in massive literature based on transfer learning
inferred← citeshttps://doi.org/10.1093/bioinformatics/btaf113openalex-snapshot
Lit-OTAR framework for extracting biological evidences from literature
inferred← citeshttps://doi.org/10.1093/bioinformatics/btaf376openalex-snapshot
CSpace: a concept embedding space for biomedical applications
inferred← citeshttps://doi.org/10.1093/bioinformatics/btaf685openalex-snapshot
Integrating curation into scientific publishing to train AI models
inferred← citeshttps://doi.org/10.1093/bioinformatics/btz857openalex-snapshot
Discovery of disease- and drug-specific pathways through community structures of a literature network
inferred← citeshttps://doi.org/10.1093/cvr/cvab067openalex-snapshot
Cardiovascular informatics: building a bridge to data harmony
inferred← citeshttps://doi.org/10.1093/database/baac037openalex-snapshot
AnthraxKP: a knowledge graph-based, Anthrax Knowledge Portal mined from biomedical literature
inferred← citeshttps://doi.org/10.1093/database/baac038openalex-snapshot
Creation and evaluation of full-text literature-derived, feature-weighted disease models of genetically determined developmental disorders
inferred← citeshttps://doi.org/10.1093/database/baac043openalex-snapshot
RegEl corpus: identifying DNA regulatory elements in the scientific literature
inferred← citeshttps://doi.org/10.1093/database/baac062openalex-snapshot
A roadmap for the functional annotation of protein families: a community perspective
inferred← citeshttps://doi.org/10.1093/database/baac066openalex-snapshot
Pre-trained models, data augmentation, and ensemble learning for biomedical information extraction and document classification
inferred← citeshttps://doi.org/10.1093/database/baac090openalex-snapshot
Assigning species information to corresponding genes by a sequence labeling framework
inferred← citeshttps://doi.org/10.1093/database/baac098openalex-snapshot
Chemical–protein relation extraction with ensembles of carefully tuned pretrained language models
inferred← citeshttps://doi.org/10.1093/database/baac102openalex-snapshot
NLM-Chem-BC7: manually annotated full-text resources for chemical entity annotation and indexing in biomedical articles
inferred← citeshttps://doi.org/10.1093/database/baad005openalex-snapshot
Chemical identification and indexing in full-text articles: an overview of the NLM-Chem track at BioCreative VII
inferred← citeshttps://doi.org/10.1093/database/baad036openalex-snapshot
BLAB2CancerKD: a knowledge graph database focusing on the association between lactic acid bacteria and cancer, but beyond
inferred← citeshttps://doi.org/10.1093/database/baad061openalex-snapshot
Building a large gene expression-cancer knowledge base with limited human annotations
inferred← citeshttps://doi.org/10.1093/database/baae039openalex-snapshot
DUVEL: an active-learning annotated biomedical corpus for the recognition of oligogenic combinations
inferred← citeshttps://doi.org/10.1093/database/baae057openalex-snapshot
Towards discovery: an end-to-end system for uncovering novel biomedical relations
inferred← citeshttps://doi.org/10.1093/database/baae069openalex-snapshot
The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII
inferred← citeshttps://doi.org/10.1093/database/baae071openalex-snapshot
The biomedical relationship corpus of the BioRED track at the BioCreative VIII challenge and workshop
inferred← citeshttps://doi.org/10.1093/database/baae079openalex-snapshot
Integrating deep learning architectures for enhanced biomedical relation extraction: a pipeline approach
inferred← citeshttps://doi.org/10.1093/database/baae106openalex-snapshot
Is metadata of articles about COVID-19 enough for multilabel topic classification task?
inferred← citeshttps://doi.org/10.1093/database/baae125openalex-snapshot
JTIS: enhancing biomedical document-level relation extraction through joint training with intermediate steps
inferred← citeshttps://doi.org/10.1093/database/baaf013openalex-snapshot
Integrating AI-powered text mining from PubTator into the manual curation workflow at the Comparative Toxicogenomics Database
inferred← citeshttps://doi.org/10.1093/database/baaf038openalex-snapshot
An open-source multi-semantic annotation dataset and automated recognition tool for viral carcinogenesis factors
inferred← citeshttps://doi.org/10.1093/database/bay137openalex-snapshot
PubTerm: a web tool for organizing, annotating and curating genes, diseases, molecules and other concepts from PubMed records
inferred← citeshttps://doi.org/10.1093/g3journal/jkac059openalex-snapshot
GeneCup: mining PubMed and GWAS catalog for gene–keyword relationships
inferred← citeshttps://doi.org/10.1093/g3journal/jkaf169openalex-snapshot
Limitations of current machine learning models in predicting enzymatic functions for uncharacterized proteins
inferred← citeshttps://doi.org/10.1093/glycob/cwaf030openalex-snapshot
GlycoSiteMiner: an ML/AI-assisted literature mining-based pipeline for extracting glycosylation sites from PubMed abstracts
inferred← citeshttps://doi.org/10.1093/infdis/jiaa332openalex-snapshot
ACE2 Expression Is Increased in the Lungs of Patients With Comorbidities Associated With Severe COVID-19
inferred← citeshttps://doi.org/10.1093/nar/gkaa328openalex-snapshot
SIB Literature Services: RESTful customizable search engines in biomedical literature, enriched with automatically mapped biomedical concepts
inferred← citeshttps://doi.org/10.1093/nar/gkaa333openalex-snapshot
TeamTat: a collaborative text annotation tool
inferred← citeshttps://doi.org/10.1093/nar/gkaa952openalex-snapshot
LitCovid: an open database of COVID-19 literature
inferred← citeshttps://doi.org/10.1093/nar/gkaa969openalex-snapshot
COVID19 Drug Repository: text-mining the literature in search of putative COVID19 therapeutics
inferred← citeshttps://doi.org/10.1093/nar/gkaa979openalex-snapshot
Gramene 2021: harnessing the power of comparative genomics and pathways for plant research
inferred← citeshttps://doi.org/10.1093/nar/gkab1011openalex-snapshot
HIT 2.0: an enhanced platform for Herbal Ingredients' Targets
inferred← citeshttps://doi.org/10.1093/nar/gkab326openalex-snapshot
LitSuggest: a web-based system for literature recommendation and curation using machine learning
inferred← citeshttps://doi.org/10.1093/nar/gkab779openalex-snapshot
ViMIC: a database of human disease-related virus mutations, integration sites and cis -effects
inferred← citeshttps://doi.org/10.1093/nar/gkac1005openalex-snapshot
LitCovid in 2022: an information resource for the COVID-19 literature
inferred← citeshttps://doi.org/10.1093/nar/gkac1139openalex-snapshot
Protection of the human gene research literature from contract cheating organizations known as research paper mills
inferred← citeshttps://doi.org/10.1093/nar/gkac983openalex-snapshot
COXPRESdb v8: an animal gene coexpression database navigating from a global view to detailed investigations
inferred← citeshttps://doi.org/10.1093/nar/gkad445openalex-snapshot
GePI : large-scale text mining, customized retrieval and flexible filtering of gene/protein interactions
inferred← citeshttps://doi.org/10.1093/nar/gkad914openalex-snapshot
MACC: a visual interactive knowledgebase of metabolite-associated cell communications
inferred← citeshttps://doi.org/10.1093/nar/gkae235openalex-snapshot
PubTator 3.0: an AI-powered literature resource for unlocking biomedical knowledge
inferred← citeshttps://doi.org/10.1093/nar/gkae366openalex-snapshot
REEV: review, evaluate and explain variants
inferred← citeshttps://doi.org/10.1093/narcan/zcae008openalex-snapshot
dbCRAF: a curated knowledgebase for regulation of radiation response in human cancer
inferred← citeshttps://doi.org/10.1093/nargab/lqab062openalex-snapshot
RENET2: high-performance full-text gene–disease relation extraction with iterative training data expansion
inferred← citeshttps://doi.org/10.1093/nargab/lqab113openalex-snapshot
Supervised learning with word embeddings derived from PubMed captures latent knowledge about protein kinases and cancer
inferred← citeshttps://doi.org/10.1099/jmm.0.001520openalex-snapshot
SARS-CoV-2 and Prevotella spp.: friend or foe? A systematic literature review
inferred← citeshttps://doi.org/10.1099/mgen.0.001183openalex-snapshot
Beyond blast: enabling microbiologists to better extract literature, taxonomic distributions and gene neighbourhood information for protein families
inferred← citeshttps://doi.org/10.1101/2020.07.17.208751openalex-snapshot
Making data-driven hypotheses for gene functions by integrating dependency, expression, and literature data
inferred← citeshttps://doi.org/10.1101/2021.03.04.433874openalex-snapshot
Linguistic Analysis of the bioRxiv Preprint Landscape
inferred← citeshttps://doi.org/10.1101/2021.03.09.434525openalex-snapshot
ChexMix: A Literature Content Extraction Tool for Bioentities
inferred← citeshttps://doi.org/10.1101/2021.05.14.444026openalex-snapshot
CovidExpress: an interactive portal for intuitive investigation on SARS-CoV-2 related transcriptomes
inferred← citeshttps://doi.org/10.1101/2021.09.15.460567openalex-snapshot
Accurate Name Entity Recognition for Biomedical Literatures: A Combined High-quality Manual Annotation and Deep-learning Natural Language Processing Study
inferred← citeshttps://doi.org/10.1101/2021.09.22.461375openalex-snapshot
Literature-Based Discovery beyond the ABC paradigm: a contrastive approach
inferred← citeshttps://doi.org/10.1101/2021.10.27.466183openalex-snapshot
A BERT-Based Hybrid System for Chemical Identification and Indexing in Full-Text Articles
inferred← citeshttps://doi.org/10.1101/2022.04.14.488416openalex-snapshot
BioAct: Biomedical Knowledge Base Construction using Active Learning
inferred← citeshttps://doi.org/10.1101/2022.05.27.493722openalex-snapshot
Systemic interindividual epigenetic variation in humans is associated with transposable elements and under strong genetic control
inferred← citeshttps://doi.org/10.1101/2022.08.07.503105openalex-snapshot
Analysis of Inbred Mouse strains’ High-Impact Genotype-phenotype Hypotheses (AIMHIGH) reveals novel disease-causing candidate genes
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