Publications by authors named "Robinette Renner"
Article Synopsis
- The NCI Cancer Research Data Commons (CRDC) is a centralized platform designed to enhance the accessibility and discoverability of cancer research data for scientists.
- The main challenges addressed by CRDC include the diversity of data models and ontologies, as well as the fragmented storage of data across various locations.
- CRDC offers services that aggregate data from different studies into one interface, making it easier for researchers to find and utilize cancer data collectively.
Challenges in Using a Graph Database to Represent and Analyze Mappings of Cancer Study Data Standards.
AMIA Jt Summits Transl Sci Proc
May 2020
While using data standards can facilitate research by making it easier to share data, manually mapping to data standards creates an obstacle to their adoption. Semi-automated mapping strategies can reduce the manual mapping burden. Machine learning approaches, such as artificial neural networks, can predict mappings between clinical data standards but are limited by the need for training data.
View Article and Find Full Text PDFBackground: The medical community uses a variety of data standards for both clinical and research reporting needs. ISO 11179 Common Data Elements (CDEs) represent one such standard that provides robust data point definitions. Another standard is the Biomedical Research Integrated Domain Group (BRIDG) model, which is a domain analysis model that provides a contextual framework for biomedical and clinical research data.
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