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[PDF][PDF] Named Entity Recognition, Concept Normalization and Clinical Coding: Overview of the Cantemist Track for Cancer Text Mining in Spanish, Corpus, Guidelines …
Cancer still represents one of the leading causes of death worldwide, resulting in a
considerable healthcare impact. Recent research efforts from the clinical and molecular …
considerable healthcare impact. Recent research efforts from the clinical and molecular …
Computational tools for prioritizing candidate genes: boosting disease gene discovery
Y Moreau, LC Tranchevent - Nature Reviews Genetics, 2012 - nature.com
At different stages of any research project, molecular biologists need to choose—often
somewhat arbitrarily, even after careful statistical data analysis—which genes or proteins to …
somewhat arbitrarily, even after careful statistical data analysis—which genes or proteins to …
Domain-specific language model pretraining for biomedical natural language processing
Pretraining large neural language models, such as BERT, has led to impressive gains on
many natural language processing (NLP) tasks. However, most pretraining efforts focus on …
many natural language processing (NLP) tasks. However, most pretraining efforts focus on …
The BioGRID interaction database: 2013 update
A Chatr-Aryamontri, BJ Breitkreutz… - Nucleic acids …, 2012 - academic.oup.com
Abstract The Biological General Repository for Interaction Datasets (BioGRID:
http//thebiogrid. org) is an open access archive of genetic and protein interactions that are …
http//thebiogrid. org) is an open access archive of genetic and protein interactions that are …
Community challenges in biomedical text mining over 10 years: success, failure and the future
CC Huang, Z Lu - Briefings in bioinformatics, 2016 - academic.oup.com
One effective way to improve the state of the art is through competitions. Following the
success of the Critical Assessment of protein Structure Prediction (CASP) in bioinformatics …
success of the Critical Assessment of protein Structure Prediction (CASP) in bioinformatics …
[HTML][HTML] Biomedical text mining and its applications in cancer research
F Zhu, P Patumcharoenpol, C Zhang, Y Yang… - Journal of biomedical …, 2013 - Elsevier
Cancer is a malignant disease that has caused millions of human deaths. Its study has a
long history of well over 100years. There have been an enormous number of publications on …
long history of well over 100years. There have been an enormous number of publications on …
Memorization vs. generalization: Quantifying data leakage in NLP performance evaluation
Public datasets are often used to evaluate the efficacy and generalizability of state-of-the-art
methods for many tasks in natural language processing (NLP). However, the presence of …
methods for many tasks in natural language processing (NLP). However, the presence of …
Knowlife: a versatile approach for constructing a large knowledge graph for biomedical sciences
Background Biomedical knowledge bases (KB's) have become important assets in life
sciences. Prior work on KB construction has three major limitations. First, most biomedical …
sciences. Prior work on KB construction has three major limitations. First, most biomedical …
Micropublications: a semantic model for claims, evidence, arguments and annotations in biomedical communications
Background Scientific publications are documentary representations of defeasible
arguments, supported by data and repeatable methods. They are the essential mediating …
arguments, supported by data and repeatable methods. They are the essential mediating …
[HTML][HTML] Text mining for the biocuration workflow
Molecular biology has become heavily dependent on biological knowledge encoded in
expert curated biological databases. As the volume of biological literature increases …
expert curated biological databases. As the volume of biological literature increases …