PubMed and beyond: biomedical literature search in the age of artificial intelligence

Q **, R Leaman, Z Lu - EBioMedicine, 2024 - thelancet.com
Biomedical research yields vast information, much of which is only accessible through the
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

Q **, W Kim, Q Chen, DC Comeau, L Yeganova… - …, 2023 - academic.oup.com
Motivation Information retrieval (IR) is essential in biomedical knowledge acquisition and
clinical decision support. While recent progress has shown that language model encoders …

LitCovid: an open database of COVID-19 literature

Q Chen, A Allot, Z Lu - Nucleic acids research, 2021 - academic.oup.com
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 …

BioSentVec: creating sentence embeddings for biomedical texts

Q Chen, Y Peng, Z Lu - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
Sentence embeddings have become an essential part of today's natural language
processing (NLP) systems, especially together advanced deep learning methods. Although …

Scientific fact-checking: A survey of resources and approaches

J Vladika, F Matthes - arxiv preprint arxiv:2305.16859, 2023 - arxiv.org
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 …

[HTML][HTML] Advancing Chinese biomedical text mining with community challenges

H Zong, R Wu, J Cha, W Feng, E Wu, J Li… - Journal of Biomedical …, 2024 - Elsevier
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 …

[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 …

BioConceptVec: Creating and evaluating literature-based biomedical concept embeddings on a large scale

Q Chen, K Lee, S Yan, S Kim, CH Wei… - PLoS computational …, 2020 - journals.plos.org
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 …

OpCitance: Citation contexts identified from the PubMed Central open access articles

TK Hsiao, VI Torvik - Scientific Data, 2023 - nature.com
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 …

FoodAtlas: automated knowledge extraction of food and chemicals from literature

J Youn, F Li, G Simmons, S Kim… - Computers in Biology and …, 2024 - Elsevier
Automated generation of knowledge graphs that accurately capture published information
can help with knowledge organization and access, which have the potential to accelerate …