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.jpg): Failed to open stream: No such file or directory in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 117 Beilstein+J+Nanotechnol
2015 ; 6
(ä): 1752-62
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The Nanomaterial Data Curation Initiative: A collaborative approach to assessing,
evaluating, and advancing the state of the field
#MMPMID26425427
Hendren CO
; Powers CM
; Hoover MD
; Harper SL
Beilstein J Nanotechnol
2015[]; 6
(ä): 1752-62
PMID26425427
show ga
The Nanomaterial Data Curation Initiative (NDCI), a project of the National
Cancer Informatics Program Nanotechnology Working Group (NCIP NanoWG), explores
the critical aspect of data curation within the development of informatics
approaches to understanding nanomaterial behavior. Data repositories and tools
for integrating and interrogating complex nanomaterial datasets are gaining
widespread interest, with multiple projects now appearing in the US and the EU.
Even in these early stages of development, a single common aspect shared across
all nanoinformatics resources is that data must be curated into them. Through
exploration of sub-topics related to all activities necessary to enable, execute,
and improve the curation process, the NDCI will provide a substantive analysis of
nanomaterial data curation itself, as well as a platform for multiple other
important discussions to advance the field of nanoinformatics. This article
outlines the NDCI project and lays the foundation for a series of papers on
nanomaterial data curation. The NDCI purpose is to: 1) present and evaluate the
current state of nanomaterial data curation across the field on multiple specific
data curation topics, 2) propose ways to leverage and advance progress for both
individual efforts and the nanomaterial data community as a whole, and 3) provide
opportunities for similar publication series on the details of the interactive
needs and workflows of data customers, data creators, and data analysts. Initial
responses from stakeholder liaisons throughout the nanoinformatics community
reveal a shared view that it will be critical to focus on integration of datasets
with specific orientation toward the purposes for which the individual resources
were created, as well as the purpose for integrating multiple resources. Early
acknowledgement and undertaking of complex topics such as uncertainty,
reproducibility, and interoperability is proposed as an important path to
addressing key challenges within the nanomaterial community, such as reducing
collateral negative impacts and decreasing the time from development to market
for this new class of technologies.