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PubMed and beyond: biomedical literature search in the age of artificial intelligence
Biomedical research yields vast information, much of which is only accessible through the
literature. Consequently, literature search is crucial for healthcare and biomedicine. Recent …
literature. Consequently, literature search is crucial for healthcare and biomedicine. Recent …
Medcpt: Contrastive pre-trained transformers with large-scale pubmed search logs for zero-shot biomedical information retrieval
Motivation Information retrieval (IR) is essential in biomedical knowledge acquisition and
clinical decision support. While recent progress has shown that language model encoders …
clinical decision support. While recent progress has shown that language model encoders …
LitCovid: an open database of COVID-19 literature
Since the outbreak of the current pandemic in 2020, there has been a rapid growth of
published articles on COVID-19 and SARS-CoV-2, with about 10 000 new articles added …
published articles on COVID-19 and SARS-CoV-2, with about 10 000 new articles added …
BioSentVec: creating sentence embeddings for biomedical texts
Sentence embeddings have become an essential part of today's natural language
processing (NLP) systems, especially together advanced deep learning methods. Although …
processing (NLP) systems, especially together advanced deep learning methods. Although …
Scientific fact-checking: A survey of resources and approaches
The task of fact-checking deals with assessing the veracity of factual claims based on
credible evidence and background knowledge. In particular, scientific fact-checking is the …
credible evidence and background knowledge. In particular, scientific fact-checking is the …
[HTML][HTML] Advancing Chinese biomedical text mining with community challenges
Objective This study aims to review the recent advances in community challenges for
biomedical text mining in China. Methods We collected information of evaluation tasks …
biomedical text mining in China. Methods We collected information of evaluation tasks …
[HTML][HTML] Enzymes in the cholesterol synthesis pathway: interactomics in the cancer context
P Ershov, L Kaluzhskiy, Y Mezentsev, E Yablokov… - Biomedicines, 2021 - mdpi.com
A global protein interactome ensures the maintenance of regulatory, signaling and structural
processes in cells, but at the same time, aberrations in the repertoire of protein–protein …
processes in cells, but at the same time, aberrations in the repertoire of protein–protein …
BioConceptVec: Creating and evaluating literature-based biomedical concept embeddings on a large scale
A massive number of biological entities, such as genes and mutations, are mentioned in the
biomedical literature. The capturing of the semantic relatedness of biological entities is vital …
biomedical literature. The capturing of the semantic relatedness of biological entities is vital …
OpCitance: Citation contexts identified from the PubMed Central open access articles
OpCitance contains all the sentences from 2 million PubMed Central open-access (PMCOA)
articles, with 137 million inline citations annotated (ie, the “citation contexts”). Parsing out the …
articles, with 137 million inline citations annotated (ie, the “citation contexts”). Parsing out the …
FoodAtlas: automated knowledge extraction of food and chemicals from literature
Automated generation of knowledge graphs that accurately capture published information
can help with knowledge organization and access, which have the potential to accelerate …
can help with knowledge organization and access, which have the potential to accelerate …