The RareDis corpus: a corpus annotated with rare diseases, their signs and symptoms
Sign Up to like & getrecommendations! Published in 2022 at "Journal of biomedical informatics"
DOI: 10.1016/j.jbi.2021.103961
Abstract: Rare diseases affect a small number of people compared to the general population. However, more than 6,000 different rare diseases exist and, in total, they affect more than 300 million people worldwide. Rare diseases share… read more here.
Keywords: nlp; rare diseases; corpus; corpus annotated ... See more keywords
Machine Learning Techniques for Biomedical Natural Language Processing: A Comprehensive Review
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DOI: 10.1109/access.2021.3119621
Abstract: The widespread use of electronic health records (EHR) systems in health care provides a large amount of real-world data, leading to new areas for clinical research. Natural language processing (NLP) techniques have been used as… read more here.
Keywords: biomedical nlp; machine learning; nlp; review ... See more keywords
Explainable Natural Language Processing
Sign Up to like & getrecommendations! Published in 2022 at "Computational Linguistics"
DOI: 10.1162/coli_r_00460
Abstract: Explainable Natural Language Processing (NLP) is an emerging field, which has received significant attention from the NLP community in the last few years. At its core is the need to explain the predictions of machine… read more here.
Keywords: language processing; nlp; explainable nlp; book ... See more keywords
Molecular Cavity Topological Representation for Pattern Analysis: A NLP Analogy-Based Word2Vec Method
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DOI: 10.3390/ijms20236019
Abstract: Cavity analysis in molecular dynamics is important for understanding molecular function. However, analyzing the dynamic pattern of molecular cavities remains a difficult task. In this paper, we propose a novel method to topologically represent molecular… read more here.
Keywords: analogy; analysis; method; nlp ... See more keywords