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   Articles with "analysis heterogeneous" as a keyword



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Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets

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recommendations! Published in 2022 at "Proceedings of the National Academy of Sciences of the United States of America"

DOI: 10.1073/pnas.2216399120

Abstract: Significance SynthSeg+ is an image segmentation tool for automated analysis of highly heterogeneous brain MRI clinical scans. Our method relies on a new strategy to train deep neural networks, such that it can robustly analyze… read more here.

Keywords: brain mri; segmentation; analysis; heterogeneous clinical ... See more keywords
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Ad-hoc combination and analysis of heterogeneous and distributed spatial data for environmental monitoring – design and prototype of a web-based solution

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recommendations! Published in 2018 at "International Journal of Digital Earth"

DOI: 10.1080/17538947.2017.1326984

Abstract: ABSTRACT With regard to a multi-dimensional and multi-facetted implementation of the vision of a Digital Earth, capabilities to combine and analyze heterogeneous spatial data sources on the web are becoming increasingly important. In this article,… read more here.

Keywords: hoc combination; analysis; combination analysis; heterogeneous distributed ... See more keywords
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Optimal contrast analysis with heterogeneous variances and budget concerns

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recommendations! Published in 2019 at "PLoS ONE"

DOI: 10.1371/journal.pone.0214391

Abstract: The omnibus test is commonly applied to evaluate the overall disparity between group means in ANOVA. Alternatively, linear contrasts are more informative in detecting specific pattern of mean differences that cannot be obtained via the… read more here.

Keywords: budget concerns; variances budget; analysis; contrast analysis ... See more keywords
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Visualization, Interaction and Analysis of Heterogeneous Textbook Resources

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recommendations! Published in 2020 at "Future Internet"

DOI: 10.3390/fi12100176

Abstract: Historically grown research projects, run by researchers with limited understanding of data sustainability, data reusability and standards, often lead to data silos. While the data are very valuable it can not be used by any… read more here.

Keywords: heterogeneous textbook; textbook resources; visualization interaction; interaction analysis ... See more keywords