Computational Comparison and Visualization of Viruses in the Perspective of Clinical Information

• Tipo: Artigo em Revista Científica Internacional
• Data: 2019

Autores

António M. Lopes (Autor) FEUP; J. A. Tenreiro Machado (Autor) Outra; Alexandra M. Galhano (Autor) Outra

Revista

Título: Interdisciplinary sciences, computational life sciences

Vol. 11 Nº 1

Páginas: 86-94

ISSN: 1913-2751

Editora: Springer Nature

Indexação

ISI Web of Knowledge - 0 Citações

Scopus - 3 Citações

Outras Informações

ID Authenticus: P-00Q-AYF

DOI: 10.1007/s12539-017-0229-4

Abstract (EN): This paper addresses the visualization of complex information using multidimensional scaling (MDS). MDS is a technique adopted for processing data with multiple features scattered in high-dimensional spaces. For illustrating the proposed techniques, the case of viral diseases is considered. The study evaluates the characteristics of 21 viruses in the perspective of clinical information. Several new schemes are proposed for improving the visualization of the MDS charts. The results follow standard clinical practice, proving that the method represents a valuable tool to study a large number of viruses.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 9