[HTML][HTML] From molecules to genomic variations: Accelerating genome analysis via intelligent algorithms and architectures

M Alser, J Lindegger, C Firtina, N Almadhoun… - Computational and …, 2022 - Elsevier
We now need more than ever to make genome analysis more intelligent. We need to read,
analyze, and interpret our genomes not only quickly, but also accurately and efficiently …

Long-read mapping to repetitive reference sequences using Winnowmap2

C Jain, A Rhie, NF Hansen, S Koren, AM Phillippy - Nature Methods, 2022 - nature.com
Abstract Approximately 5–10% of the human genome remains inaccessible due to the
presence of repetitive sequences such as segmental duplications and tandem repeat arrays …

GenStore: A high-performance in-storage processing system for genome sequence analysis

N Mansouri Ghiasi, J Park, H Mustafa, J Kim… - Proceedings of the 27th …, 2022 - dl.acm.org
Read mapping is a fundamental step in many genomics applications. It is used to identify
potential matches and differences between fragments (called reads) of a sequenced …

Accelerating minimap2 for long-read sequencing applications on modern CPUs

S Kalikar, C Jain, M Vasimuddin, S Misra - Nature Computational …, 2022 - nature.com
Long-read sequencing is now routinely used at scale for genomics and transcriptomics
applications. Mapping long reads or a draft genome assembly to a reference sequence is …

[HTML][HTML] Accelerating Minimap2 for accurate long read alignment on GPUs

H Sadasivan, M Maric, E Dawson, V Iyer… - … of biotechnology and …, 2023 - ncbi.nlm.nih.gov
Long read sequencing technology is becoming increasingly popular for Precision Medicine
applications like Whole Genome Sequencing (WGS) and microbial abundance estimation …

WFA-GPU: gap-affine pairwise read-alignment using GPUs

Q Aguado-Puig, M Doblas, C Matzoros… - …, 2023 - academic.oup.com
Motivation Advances in genomics and sequencing technologies demand faster and more
scalable analysis methods that can process longer sequences with higher accuracy …

GenStore: A High-Performance and Energy-Efficient In-Storage Computing System for Genome Sequence Analysis

NM Ghiasi, J Park, H Mustafa, J Kim, A Olgun… - arXiv preprint arXiv …, 2022 - arxiv.org
Read mapping is a fundamental, yet computationally-expensive step in many genomics
applications. It is used to identify potential matches and differences between fragments …

Accelerated Systems for Portable DNA Sequencing

H Sadasivan - 2023 - deepblue.lib.umich.edu
The MinION is a revolutionary handheld DNA sequencer that is inexpensive, portable, and
can perform real-time sequencing. MinION is increasingly used in Precision Medicine …

BLEND: a fast, memory-efficient and accurate mechanism to find fuzzy seed matches in genome analysis

C Firtina, J Park, M Alser, JS Kim… - NAR Genomics and …, 2023 - academic.oup.com
Generating the hash values of short subsequences, called seeds, enables quickly
identifying similarities between genomic sequences by matching seeds with a single lookup …

Genpip: In-memory acceleration of genome analysis via tight integration of basecalling and read mapping

H Mao, M Alser, M Sadrosadati, C Firtina… - 2022 55th IEEE/ACM …, 2022 - ieeexplore.ieee.org
Nanopore sequencing is a widely-used high-throughput genome sequencing technology
that can sequence long fragments of a genome into raw electrical signals at low cost …