Named entity recognition and relation detection for biomedical information extraction

N Perera, M Dehmer, F Emmert-Streib - Frontiers in cell and …, 2020 - frontiersin.org
The number of scientific publications in the literature is steadily growing, containing our
knowledge in the biomedical, health, and clinical sciences. Since there is currently no …

Pathway analysis: state of the art

MA García-Campos, J Espinal-Enríquez… - Frontiers in …, 2015 - frontiersin.org
Pathway analysis is a set of widely used tools for research in life sciences intended to give
meaning to high-throughput biological data. The methodology of these tools settles in the …

Fifty years of graph matching, network alignment and network comparison

F Emmert-Streib, M Dehmer, Y Shi - Information sciences, 2016 - Elsevier
In this paper we survey methods for performing a comparative graph analysis and explain
the history, foundations and differences of such techniques of the last 50 years. While …

Integrating pathways of Parkinson's disease in a molecular interaction map

KA Fujita, M Ostaszewski, Y Matsuoka, S Ghosh… - Molecular …, 2014 - Springer
Parkinson's disease (PD) is a major neurodegenerative chronic disease, most likely caused
by a complex interplay of genetic and environmental factors. Information on various aspects …

Systems bioinformatics: increasing precision of computational diagnostics and therapeutics through network-based approaches

A Oulas, G Minadakis, M Zachariou… - Briefings in …, 2019 - academic.oup.com
Abstract Systems Bioinformatics is a relatively new approach, which lies in the intersection of
systems biology and classical bioinformatics. It focuses on integrating information across …

Direct estimation of differential networks

SD Zhao, TT Cai, H Li - Biometrika, 2014 - academic.oup.com
It is often of interest to understand how the structure of a genetic network differs between two
conditions. In this paper, each condition-specific network is modelled using the precision …

Quantitative trait loci-dependent analysis of a gene co-expression network associated with Fusarium head blight resistance in bread wheat (Triticum aestivumL.)

KG Kugler, G Siegwart, T Nussbaumer, C Ametz… - BMC genomics, 2013 - Springer
Background Fusarium head blight (FHB) caused by Fusarium graminearum Schwabe is one
of the most prevalent diseases of wheat (Triticum aestivum L.) and other small grain cereals …

[BOK][B] Quantitative graph theory

M Dehmer, V Kraus, F Emmert-Streib, S Pickl - 2014 - api.taylorfrancis.com
Graph theory [12, 83, 86] is a relatively new branch of mathematics and the main body of
fundamental results dates back to the seminal contribution due to König [111]. Earlier …

The gene regulatory network for breast cancer: integrated regulatory landscape of cancer hallmarks

F Emmert-Streib, R de Matos Simoes, P Mullan… - Frontiers in …, 2014 - frontiersin.org
In this study, we infer the breast cancer gene regulatory network from gene expression data.
This network is obtained from the application of the BC3Net inference algorithm to a large …

Identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database

H Dang, Y Ye, X Zhao, Y Zeng - BMC Cardiovascular Disorders, 2020 - Springer
Background Ischemic cardiomyopathy (ICM) is one of the most usual causes of death
worldwide. This study aimed to find the candidate gene for ICM. Methods We studied …