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Learning to Untangle Genome Assembly with Graph Convolutional Networks. (arXiv:2206.00668v1 [q-bio.GN])
June 3, 2022, 1:10 a.m. | Lovro Vrček, Xavier Bresson, Thomas Laurent, Martin Schmitz, Mile Šikić
cs.LG updates on arXiv.org arxiv.org
A quest to determine the complete sequence of a human DNA from telomere to
telomere started three decades ago and was finally completed in 2021. This
accomplishment was a result of a tremendous effort of numerous experts who
engineered various tools and performed laborious manual inspection to achieve
the first gapless genome sequence. However, such method can hardly be used as a
general approach to assemble different genomes, especially when the assembly
speed is critical given the large amount of …
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