Literature DB >> 21085742

International efforts in nanoinformatics research applied to nanomedicine.

D de la Iglesia1, V Maojo, S Chiesa, F Martin-Sanchez, J Kern, G Potamias, J Crespo, M Garcia-Remesal, S Keuchkerian, C Kulikowski, J A Mitchell.   

Abstract

BACKGROUND: Nanomedicine and nanoinformatics are novel disciplines facing substantial challenges. Since nanomedicine involves complex and massive data analysis and management, a new discipline named nanoinformatics is now emerging to provide the vision and the informatics methods and tools needed for such purposes. Methods from biomedi-cal informatics may prove applicable with some adaptation despite nanomedicine involving different biophysical and biochemical characteristics of nanomaterials and corresponding differences in information complexity.
OBJECTIVES: We analyze recent initiatives and opportunities for research in nanomedicine and nanoinformatics as well as the previous experience of the authors, particularly in the context of a European project named ACTION-Grid. In this project the authors aimed to create a collaborative environment in biomedical and nanomedical research among countries in Europe, Western Balkans, Latin America, North Africa and the USA.
METHODS: We review and analyze the rationale and scientific issues behind the new fields of nanomedicine and nanoinformatics. Such a review is linked to actual research projects and achievements of the authors within their groups.
RESULTS: The work of the authors at the intersection between these two areas is presented. We also analyze several research initiatives that have recently emerged in the EU and USA context and highlight some ideas for future action at the international level.
CONCLUSIONS: Nanoinformatics aims to build new bridges between medicine, nanotechnology and informatics, allowing the application of computational methods in the nano-related areas. Opportunities for world-wide collaboration are already emerging and will be influential in advancing the field.

Mesh:

Year:  2010        PMID: 21085742     DOI: 10.3414/ME10-02-0012

Source DB:  PubMed          Journal:  Methods Inf Med        ISSN: 0026-1270            Impact factor:   2.176


  8 in total

1.  Nanoinformatics knowledge infrastructures: bringing efficient information management to nanomedical research.

Authors:  D de la Iglesia; R E Cachau; M García-Remesal; V Maojo
Journal:  Comput Sci Discov       Date:  2013-11-27

Review 2.  A review of the applications of data mining and machine learning for the prediction of biomedical properties of nanoparticles.

Authors:  David E Jones; Hamidreza Ghandehari; Julio C Facelli
Journal:  Comput Methods Programs Biomed       Date:  2016-04-28       Impact factor: 5.428

3.  Nanoinformatics: developing new computing applications for nanomedicine.

Authors:  V Maojo; M Fritts; F Martin-Sanchez; D De la Iglesia; R E Cachau; M Garcia-Remesal; J Crespo; J A Mitchell; A Anguita; N Baker; J M Barreiro; S E Benitez; G De la Calle; J C Facelli; P Ghazal; A Geissbuhler; F Gonzalez-Nilo; N Graf; P Grangeat; I Hermosilla; R Hussein; J Kern; S Koch; Y Legre; V Lopez-Alonso; G Lopez-Campos; L Milanesi; V Moustakis; C Munteanu; P Otero; A Pazos; D Perez-Rey; G Potamias; F Sanz; C Kulikowski
Journal:  Comput Sci Eng       Date:  2012-03-07       Impact factor: 2.080

4.  The eminent need for an academic program in universities to teach nanomedicine.

Authors:  Juan Manuel Vélez; Juan Jesus Vélez
Journal:  Int J Nanomedicine       Date:  2011-08-19

5.  Automatic extraction of nanoparticle properties using natural language processing: NanoSifter an application to acquire PAMAM dendrimer properties.

Authors:  David E Jones; Sean Igo; John Hurdle; Julio C Facelli
Journal:  PLoS One       Date:  2014-01-02       Impact factor: 3.240

6.  A machine learning approach to identify clinical trials involving nanodrugs and nanodevices from ClinicalTrials.gov.

Authors:  Diana de la Iglesia; Miguel García-Remesal; Alberto Anguita; Miguel Muñoz-Mármol; Casimir Kulikowski; Víctor Maojo
Journal:  PLoS One       Date:  2014-10-27       Impact factor: 3.240

7.  Using nanoinformatics methods for automatically identifying relevant nanotoxicology entities from the literature.

Authors:  Miguel García-Remesal; Alejandro García-Ruiz; David Pérez-Rey; Diana de la Iglesia; Víctor Maojo
Journal:  Biomed Res Int       Date:  2012-12-27       Impact factor: 3.411

Review 8.  Medical informatics in croatia - a historical survey.

Authors:  Gjuro Dezelic; Josipa Kern; Mladen Petrovecki; Vesna Ilakovac; Mira Hercigonja-Szekeres
Journal:  Acta Inform Med       Date:  2014-01-25
  8 in total

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