Articles with "scalable data" as a keyword



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A scalable data transmission scheme for implantable optogenetic visual prostheses.

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Published in 2020 at "Journal of neural engineering"

DOI: 10.1088/1741-2552/abaf2e

Abstract: OBJECTIVE This work described a video information processing scheme for optogenetic forms of visual cortical prosthetics. APPROACH The architecture is designed to perform a processing sequence: Initially simplifying the scene, followed by a pragmatic visual… read more here.

Keywords: scheme implantable; transmission scheme; data transmission; scalable data ... See more keywords

Interoperable and scalable data analysis with microservices: applications in metabolomics

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Published in 2019 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btz160

Abstract: Abstract Motivation Developing a robust and performant data analysis workflow that integrates all necessary components whilst still being able to scale over multiple compute nodes is a challenging task. We introduce a generic method based… read more here.

Keywords: data analysis; analysis; analysis microservices; microservices applications ... See more keywords
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Scalable Data Mining Algorithms in Computational Biology and Biomedicine

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Published in 2017 at "BioMed Research International"

DOI: 10.1155/2017/5652041

Abstract: 1School of Computer Science and Technology, Tianjin University, Tianjin 300354, China 2Institute of Informatics, Silesian University of Technology, 44-100 Gliwice, Poland 3Department of Mathematics and Statistics and Department of Agronomy, Horticulture, and Plant Science, BioSNTR,… read more here.

Keywords: data mining; mining algorithms; scalable data; biology ... See more keywords
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Common Data Elements, Scalable Data Management Infrastructure, and Analytics Workflows for Large-Scale Neuroimaging Studies

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Published in 2021 at "Frontiers in Psychiatry"

DOI: 10.3389/fpsyt.2021.682495

Abstract: Neuroscience studies require considerable bioinformatic support and expertise. Numerous high-dimensional and multimodal datasets must be preprocessed and integrated to create robust and reproducible analysis pipelines. We describe a common data elements and scalable data management… read more here.

Keywords: scalable data; infrastructure; data elements; elements scalable ... See more keywords