A new synonym-substitution method to enrich the human phenotype
Por um escritor misterioso
Last updated 20 abril 2025

Background Named entity recognition is critical for biomedical text mining, where it is not unusual to find entities labeled by a wide range of different terms. Nowadays, ontologies are one of the crucial enabling technologies in bioinformatics, providing resources for improved natural language processing tasks. However, biomedical ontology-based named entity recognition continues to be a major research problem. Results This paper presents an automated synonym-substitution method to enrich the Human Phenotype Ontology (HPO) with new synonyms. The approach is mainly based on both the lexical properties of the terms and the hierarchical structure of the ontology. By scanning the lexical difference between a term and its descendant terms, the method can learn new names and modifiers in order to generate synonyms for the descendant terms. By searching for the exact phrases in MEDLINE, the method can automatically rule out illogical candidate synonyms. In total, 745 new terms were identified. These terms were indirectly evaluated through the concept annotations on a gold standard corpus and also by document retrieval on a collection of abstracts on hereditary diseases. A moderate improvement in the F-measure performance on the gold standard corpus was observed. Additionally, 6% more abstracts on hereditary diseases were retrieved, and this percentage was 33% higher if only the highly informative concepts were considered. Conclusions A synonym-substitution procedure that leverages the HPO hierarchical structure works well for a reliable and automatic extension of the terminology. The results show that the generated synonyms have a positive impact on concept recognition, mainly those synonyms corresponding to highly informative HPO terms.

(PDF) Gene Ontology synonym generation rules lead to increased

Semantic Representation of Neural Circuit Knowledge in

Evolutionary Forces That Generate SNPs: The Evolutionary Impacts

Exposing synonymous mutations: Trends in Genetics

Synonymous substitution - Wikipedia

Lexical matching augmented by synonymous word or phrase

Single-nucleotide polymorphism - Wikipedia

PDF) A new synonym-substitution method to enrich the human

PheNominal: an EHR-integrated web application for structured deep

Frontiers Genetic Biocontrol for Invasive Species

PDF) A new synonym-substitution method to enrich the human

Simple genetics language as source of miscommunication between
Recomendado para você
-
13 Candidate for Synonyms. Similar words for Candidate for.20 abril 2025
-
Voting for synonym candidates in the Thesaurus.20 abril 2025
-
Average ranking place of 'true synonym' in the rCTCF candidates20 abril 2025
-
PDF] Query Rewriting using Automatic Synonym Extraction for E20 abril 2025
-
Synonyms Activities: 12 Synonyms Games (Uses Context Clues) by20 abril 2025
-
Example of synonymy generated by our method. On the left side, a20 abril 2025
-
Creating Synonyms20 abril 2025
-
Own Another Word20 abril 2025
-
Related Searches20 abril 2025
-
Synonyms and Antonyms List for English Language, Download Synonyms20 abril 2025
você pode gostar
-
Yu Yu Hakusho: Ghost Files (TV Series 1992–1995) - IMDb20 abril 2025
-
Car Park - Picture of Holiday Inn Cardiff City, An IHG Hotel - Tripadvisor20 abril 2025
-
Suzume no Tojimari Novo filme anime de Makoto Shinkai, ganha data de estreia – Geeks In Action- Sua fonte de recomendações e entretenimento!20 abril 2025
-
NEW* ROBLOX TOY FACES20 abril 2025
-
Como recuperar uma conta do Facebook sem o e-mail de cadastro20 abril 2025
-
Mundial de Basquetebol: Cabo Verde perde com Eslovénia e vai20 abril 2025
-
I need feedback on Roblox Studio GFX20 abril 2025
-
Nick Jr. Logo Alphabet Lore by DavidTheCreator2023 on DeviantArt20 abril 2025
-
A VERDADEIRA HISTÓRIA DE POPPY PLAYTIME 2 (CAPÍTULO 2) !! - NightExtreme20 abril 2025
-
Brinquedo Mutante Rex Van Kleiss Coleção Mc Donalds 2012, Produto Vintage e Retro Mc Donald'S Usado 7175731220 abril 2025