Classifying diseases by using biological features to identify potential nosological models

Autor: Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Gandhi Samuel Hernández Chan, Yuliana Pérez Gallardo, Alejandro Rodríguez-González

Publikováno v: Scientific Reports, Vol 11, Iss 1, Pp 1-16 (2021)

Abstract Established nosological models have provided physicians an adequate enough classification of diseases so far. Such systems are important to correctly identify diseases and treat them successfully. However, these taxonomies tend to be based o

Externí odkaz: https://doaj.org/article/9b0175eba71640e19e961310ea1dd587

DISNET: a framework for extracting phenotypic disease information from public sources

Autor: Gerardo Lagunes-García, Alejandro Rodríguez-González, Lucía Prieto-Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas-Ruiz

Publikováno v: PeerJ, Vol 8, p e8580 (2020)

Background Within the global endeavour of improving population health, one major challenge is the identification and integration of medical knowledge spread through several information sources. The creation of a comprehensive dataset of diseases and

Externí odkaz: https://doaj.org/article/f7d3b3177aea47d784ded51c4e158b20

A Meta-Path-Based Prediction Method for Disease Comorbidities

Autor: Massimiliano Zanin, Eduardo P. García del Valle, Gerardo Lagunes Garcia, Lucía Prieto Santamaría, Alejandro Rodríguez-González, Ernestina Menasalvas Ruiz

Publikováno v: CBMS

The simultaneous presence of diseases worsens the prognosis of patients and makes their treatment difficult. Identifying the co-occurrence of diseases is key to improving the situation of patients and designing effective therapeutic strategies. On th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::745ac79fad0871fc1b64785c7a239266
https://doi.org/10.1109/cbms52027.2021.00022

DisMaNET: A network-based tool to cross map disease vocabularies

Autor: Ernestina Menasalvas Ruiz, Eduardo P. García del Valle, Gerardo Lagunes Garcia, Massimiliano Zanin, Lucía Prieto Santamaría, Alejandro Rodríguez-González

Publikováno v: Computer Methods and Programs in Biomedicine
Computer Methods And Programs in Biomedicine, ISSN 0169-2607, 2021, Vol. 207
Archivo Digital UPM
Universidad Politécnica de Madrid
Digital.CSIC. Repositorio Institucional del CSIC
instname

[Background and Objectives] The growing integration of healthcare sources is improving our understanding of diseases. Cross-mapping resources such as UMLS play a very important role in this area, but their coverage is still incomplete. With the aim t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::edb507f59531277041860bf823d97a29
https://pubmed.ncbi.nlm.nih.gov/34157517

How Wikipedia disease information evolve over time? An analysis of disease-based articles changes

Autor: Eduardo P. García del Valle, Massimiliano Zanin, Alejandro Rodríguez-González, Ernestina Menasalvas-Ruiz, Lucía Prieto-Santamaría, Gerardo Lagunes-García

Wikipedia, also known as "The Free Encyclopaedia”, is one of the largest online repositories of biomedical information in the world, and is nowadays increasingly been used by medical researchers and health professionals alike. In spite of its risin

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::07bb9f1b62e2b6970fc3f71c0e3c8f67