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Nanoinformatics: developing new computing applications for nanomedicine

机译:纳米信息学:开发纳米医学的新计算应用程序

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摘要

Nanoinformatics has recently emerged to address the need of computing applications at the nano level. In this regard, the authors have participated in various initiatives to identify its concepts, foundations and challenges. While nanomaterials open up the possibility for developing new devices in many industrial and scientific areas, they also offer breakthrough perspectives for the prevention, diagnosis and treat- merit of diseases. In this paper, we analyze the different aspects of nanoinformatics and suggest five research topics to help catalyze new research and development in the area, particularly focused on nanomedicine. We also encompass the use of informatics to further the biological and clinical applications of basic research in nanoscience and nanotechnology, and the related concept of an extended "nanotype" to coalesce information related to nanoparticles. We suggest how nanoinformatics could accelerate developments in nanomedicine, similarly to what happened with the Human Genome and other -omics projects, on issues like exchanging modeling and simulation methods and tools, linking toxicity information to clinical and personal databases or developing new approaches for scientific ontologies, among many others.
机译:纳米信息学最近已经出现,以解决纳米级计算应用程序的需求。在这方面,作者参与了各种活动,以确定其概念,基础和挑战。尽管纳米材料为许多工业和科学领域的新设备开发提供了可能性,但它们也为疾病的预防,诊断和治疗提供了突破性的见解。在本文中,我们分析了纳米信息学的各个方面,并提出了五个研究主题,以帮助推动该领域的新研究和发展,特别是纳米医学。我们还涵盖了信息学的使用,以进一步推动基础科学在纳米科学和纳米技术中的生物学和临床应用,以及扩展的“纳米型”的概念,以凝聚与纳米颗粒有关的信息。我们建议与人类基因组和其他组学项目一样,纳米信息学如何促进纳米医学的发展,涉及诸如交换建模和仿真方法和工具,将毒性信息链接到临床和个人数据库或开发新的科学本体论方法等问题等等。

著录项

  • 来源
    《Computing》 |2012年第6期|p.521-539|共19页
  • 作者单位

    Biomedical Informatics Group, Departamento de Inteligencia Artificial, Faculdad de Informatica,Universidad Politecnica de Madrid, Boadilla del Monte, 28660 Madrid, Spain;

    SAIC-Frederick Inc., National Cancer Institute at Frederick, Frederick, MD, USA;

    Health and Biomedical Informatics Research Laboratory Medical School-IBES,The University of Melbourne, Parkville, VIC, Australia;

    Biomedical Informatics Group, Departamento de Inteligencia Artificial, Faculdad de Informatica,Universidad Politecnica de Madrid, Boadilla del Monte, 28660 Madrid, Spain;

    Advanced Biomedical Computing Center, National Cancer Institute,SAIC-Frederick Inc., Frederick, MD, USA;

    Biomedical Informatics Group, Departamento de Inteligencia Artificial, Faculdad de Informatica,Universidad Politecnica de Madrid, Boadilla del Monte, 28660 Madrid, Spain;

    Biomedical Informatics Group, Departamento de Inteligencia Artificial, Faculdad de Informatica,Universidad Politecnica de Madrid, Boadilla del Monte, 28660 Madrid, Spain;

    Biomedical Informatics Department, University of Utah, Salt Lake City, Utah, USA;

    Biomedical Informatics Group, Departamento de Inteligencia Artificial, Faculdad de Informatica,Universidad Politecnica de Madrid, Boadilla del Monte, 28660 Madrid, Spain;

    Pacific Northwest National Laboratory, Richland, WA, USA;

    Biomedical Informatics Group, Departamento de Inteligencia Artificial, Faculdad de Informatica,Universidad Politecnica de Madrid, Boadilla del Monte, 28660 Madrid, Spain;

    Department of Medical Informatics, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina;

    Biomedical Informatics Group, Departamento de Inteligencia Artificial, Faculdad de Informatica,Universidad Politecnica de Madrid, Boadilla del Monte, 28660 Madrid, Spain;

    Biomedical Informatics Department, University of Utah, Salt Lake City, Utah, USA;

    Division of Pathway Medicine and Centre for Systems Biology Edinburgh,University of Edinburgh, Edinburgh, UK;

    Division of Medical Informatics, University Hospitals of Geneva, Geneva, Switzerland;

    Center for Bioinformatics and Molecular Simulation, Universidad de Talca, Talca, Chile;

    Department of Pediatric Oncology and Hematology, University of the Saarland, Homburg, Germany;

    Laboratoire d'Electronique et de Technologie de l'Information (LETI), MINATEC Campus,Commissariat a 1'Energie Atomique et aux Energies Alternatives (CEA), Grenoble, France;

    Department of Medical Bioinformatics, Institute of Health "Carlos III", Madrid, Spain;

    Information Technology Institute, Ministry of Communications and Information Technology, Cairo,Egypt;

    Department of Medical Statistics, Epidemiology and Medical Informatics,Andrija Stampar School of Public Health, Zagreb University Medical School, Zagreb, Croatia;

    Health Informatics Centre, Department of Learning, Informatics, Management and Ethics,Karolinska Institutet, Stockholm, Sweden;

    Health Grid Organization, Clermont-Ferrand, France;

    Department of Medical Bioinformatics, Institute of Health "Carlos III", Madrid, Spain;

    Department of Medical Bioinformatics, Institute of Health "Carlos III", Madrid, Spain;

    Institute of Biomedical Technology, National Research Council, Milan, Italy;

    Technical University of Crete, Chania, Crete, Greece,Institute of Computer Science, FORTH, Heraklion, Crete, Greece;

    Department of Information and Communication Technologies,University of A Coruna, A Coruna, Spain;

    Department of Medical Informatics, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina;

    Department of Information and Communication Technologies,University of A Coruna, A Coruna, Spain;

    Biomedical Informatics Group, Departamento de Inteligencia Artificial, Faculdad de Informatica,Universidad Politecnica de Madrid, Boadilla del Monte, 28660 Madrid, Spain;

    Institute of Computer Science, FORTH, Heraklion, Crete, Greece;

    Biomedical Informatics Research Programme (GRIB), IMIM,Universitat Pompeu Fabra, Barcelona, Spain;

    Department of Computer Science, Rutgers, The State University of New Jersey, Newark, USA;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    nanoinformatics; computing; nanotechnology; bioinformatics; medical informatics; nanomedicine;

    机译:纳米信息学计算纳米技术生物信息学医学信息学;纳米医学;

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