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Nelson SF

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Articles by Nelson SF

Benchmarking long-read genome sequence alignment tools for human genomics applications

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By Nelson SF, Lee JE, Lee W-P, Oliver JS
| PeerJ
In this study we have highlighted the key differences between alignment files generated by different tools. By using well-characterized genome standards, NA12878 and NA24385, we were able to directly compare the performance of each tool on the sequencing datasets obtained on different platforms. We further analyzed the reads that were included or excluded from the alignment, and how these read alignments revealed breakpoints that could be resolved as structural variants in genome architecture.
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Membership inference attack on differentially private block coordinate descent

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By Stephan DA, Craig DW, Kim BM, Nelson SF
| PeerJ
Membership inference attack on differentially private block coordinate descent 1School of Computing, Macquarie University, Sydney, Australia 2Department of Computer Science, University of Agriculture, Faisalabad, Punjab, Pakistan 3School of Computing, Guangzhou University, Guangzhou, China 4Department of Mathematics and Statistics, University of Agriculture Faisalabad, Faisalabad, Punjab, Pakistan DOI 10.7717/peerj-cs.1616 Academic Editor Vicente Alarcon-Aquino Subject Areas Artificial...
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