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Blockchain distributed ledger technologies for biomedical and health care applications
Abstract Objectives To introduce blockchain technologies, including their benefits, pitfalls, and the latest applications, to the biomedical and health care domains. Expand
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Comparison of blockchain platforms: a systematic review and healthcare examples
We compare popular blockchain platforms using a systematic review method, and provide a reference for selection of a suitable blockchain platform given requirements and technical features that are common in healthcare and biomedical research applications. Expand
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Fair compute loads enabled by blockchain: sharing models by alternating client and server roles
We propose a general model sharing framework to preserve predictive correctness, mitigate the risks of a centralized architecture, and compute the models in a fair way. Expand
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Machine learning-based predictive modeling of surgical intervention in glaucoma using systemic data from electronic health records.
PURPOSE To predict the need for surgical intervention in patients with primary open-angle glaucoma (POAG) using systemic data in electronic health records (EHR). DESIGN Development and evaluationExpand
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C # . NET Algorithm for Variable Selection Based on the Mallow ’ s C p Criterion
Variable selection techniques are important in statistical modeling because they seek to simultaneously reduce the chances of data overfitting and to minimize the effects of omission bias. The LinearExpand
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Database tool miRIAD — integrating microRNA inter-and intragenic data
We introduce miRIAD, a web-service to facilitate the analysis of genomic and structural features of intragenic miRNAs and their host genes for five species (human, rhesus monkey, mouse, chicken and opossum). Expand
HealthAware : Lessons Learned in Developing a Consumer / Patient Information Portal for a Health Care System
PROJECT DESCRIPTION HealthAware is a Web-based information resource designed for consumers to provide health, wellness, and health care content. Unlike many consumer health sites, HealthAware seeksExpand
Tutorials and workshops
Provides an abstract for each of the tutorial presentations and a brief professional biography of each presenter. The complete presentations were not made available for publication as part of theExpand
Title Assessing the quality of annotations in asthma gene expression experiments Permalink
Background: The amount of data deposited in the Gene Expression Omnibus (GEO) has expanded significantly. It is important to ensure that these data are properly annotated with clinical data andExpand