Haplotype threading: accurate polyploid phasing from long reads

SD Schrinner, RS Mari, J Ebler, M Rautiainen, L Seillier… - Genome biology, 2020 - Springer
Resolving genomes at haplotype level is crucial for understanding the evolutionary history of
polyploid species and for designing advanced breeding strategies. Polyploid phasing still …

[HTML][HTML] Towards accurate, contiguous and complete alignment-based polyploid phasing algorithms

O Abou Saada, A Friedrich, J Schacherer - Genomics, 2022 - Elsevier
Phasing, and in particular polyploid phasing, have been challenging problems held back by
the limited read length of high-throughput short read sequencing methods which can't …

Graph coloring via neural networks for haplotype assembly and viral quasispecies reconstruction

H Xue, V Rajan, Y Lin - Advances in Neural Information …, 2022 - proceedings.neurips.cc
Understanding genetic variation, eg, through mutations, in organisms is crucial to unravel
their effects on the environment and human health. A fundamental characterization can be …

A graph auto-encoder for haplotype assembly and viral quasispecies reconstruction

Z Ke, H Vikalo - Proceedings of the AAAI Conference on Artificial …, 2020 - ojs.aaai.org
Reconstructing components of a genomic mixture from data obtained by means of DNA
sequencing is a challenging problem encountered in a variety of applications including …

ComHapDet: a spatial community detection algorithm for haplotype assembly

A Sankararaman, H Vikalo, F Baccelli - BMC genomics, 2020 - Springer
Background Haplotypes, the ordered lists of single nucleotide variations that distinguish
chromosomal sequences from their homologous pairs, may reveal an individual's …

Flopp: extremely fast Long-read Polyploid haplotype phasing by uniform tree partitioning

J Shaw, YW Yu - Journal of Computational Biology, 2022 - liebertpub.com
Resolving haplotypes in polyploid genomes using phase information from sequencing reads
is an important and challenging problem. We introduce two new mathematical formulations …

NCMHap: a novel method for haplotype reconstruction based on Neutrosophic c-means clustering

F Zamani, MH Olyaee, A Khanteymoori - BMC bioinformatics, 2020 - Springer
Background Single individual haplotype problem refers to reconstructing haplotypes of an
individual based on several input fragments sequenced from a specified chromosome …

A convolutional auto-encoder for haplotype assembly and viral quasispecies reconstruction

Z Ke, H Vikalo - Advances in Neural Information Processing …, 2020 - proceedings.neurips.cc
Haplotype assembly and viral quasispecies reconstruction are challenging tasks concerned
with analysis of genomic mixtures using sequencing data. High-throughput sequencing …

NGS based haplotype assembly using matrix completion

S Majidian, MH Kahaei - PLoS One, 2019 - journals.plos.org
We apply matrix completion methods for haplotype assembly from NGS reads to develop the
new HapSVT, HapNuc, and HapOPT algorithms. This is performed by applying a …

XHap: haplotype assembly using long-distance read correlations learned by transformers

S Consul, Z Ke, H Vikalo - Bioinformatics Advances, 2023 - academic.oup.com
Reconstructing haplotypes of an organism from a set of sequencing reads is a
computationally challenging (NP-hard) problem. In reference-guided settings, at the core of …