Author
Jim Shaw
University of TorontoORCID 0000-0002-6990-7829Unclaimed ORCID profile · follow to get notified of new preprints
Biology Disciplines
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2018-2026 · peak 4/yrCo-Author Collaboration Network
10 top collaborators · 12 mutual co-author links14 papers
Recent·Most cited
- BioinformaticsNature BiotechnologyPeer-reviewed
High-resolution metagenome assembly for modern long reads with myloasm
Jim Shaw, Maximillian G. Marin, Heng Li
Myloasm improves metagenome assembly using long reads, recovering more complete contigs and resolving antibiotic resistance genes.
23 citationstop 1% - GenomicsbioRxivPreprint
A genomic atlas of the human gut virome elucidates genetic factors shaping host interactions
Antônio Pedro Camargo, Fotis A. Baltoumas, Éric Olo Ndela…·Nikos C. Kyrpides
The paper presents a global virome atlas, UHGV, and identifies genomic factors influencing phage-host interactions.
19 citations - BioinformaticsLecture notes in computer sciencePeer-reviewed
devider: long-read reconstruction of many diverse haplotypes
Jim Shaw, Christina A. Boucher, Yun William Yu…·Heng Li
divider reconstructs haplotypes from long-read sequencing data, achieving higher accuracy than existing methods on synthetic and real datasets.
2 citationstop 4% - BioinformaticsNature BiotechnologyPeer-reviewed
Metagenome profiling and containment estimation through abundance-corrected k-mer sketching with sylph
Sylph is a metagenome profiler that estimates genome-to-metagenome containment ANI using k-mer statistics, outperforming Kraken2 in speed and memory usage while detecting more viral sequences in the human gut.
111 citationstop 1% - BioinformaticsBioinformaticsPeer-reviewed
Floria: Fast and accurate strain haplotyping in metagenomes
Jim Shaw, Jean-Sébastien Gounot, Hanrong Chen…·Yun William Yu
Floria rapidly and accurately recovers strain haplotypes from metagenomic data, outperforming existing methods in speed and strain content recovery.
15 citations - BioinformaticsbioRxivPreprint
Fairy: fast approximate coverage for multi-samplemetagenomic binning
Fairy provides a fast, approximate coverage calculation method for multi-sample metagenomic binning, achieving high accuracy and speed compared to read alignment.
DOI 10.1101/2024.04.23.590803 - BioinformaticsBMC BioinformaticsPeer-reviewed
Mora: abundance aware metagenomic read re-assignment for disentangling similar strains
Andrew Zheng, Jim Shaw, Yun William Yu
Mora reassigns metagenomic reads to strains with high precision, outperforming other algorithms on similar reads and achieving comparable F1 scores with less runtime.
2 citations - BioinformaticsNature MethodsPeer-reviewed✦ In-depth digest
Fast and robust metagenomic sequence comparison through sparse chaining with skani
skani estimates average nucleotide identity (ANI) from sparse FracMinHash k-mer chains, staying robust to incomplete, fragmented metagenome-assembled genomes while running over 20 times faster than FastANI.
243 citationstop 1% - BioinformaticsGenome ResearchPeer-reviewed
Sequence aligners can guarantee accuracy in almost O(m log n) time: a rigorous average-case analysis of the seed-chain-extend heuristic
The paper provides theoretical guarantees for the seed-chain-extend heuristic in sequence alignment, showing it can achieve near-linear runtime and high accuracy with optimal k-mer size.
14 citations - BioinformaticsJournal of Computational BiologyPeer-reviewed
Practical probabilistic and graphical formulations of long-read polyploid haplotype phasing
This paper introduces two new formulations for polyploid haplotype phasing and presents a method called flopp that outperforms existing algorithms in speed and accuracy.
- BioinformaticsbioRxivPreprint
Nanopore sequencing enables high-resolution analysis of resistance determinants and mobile elements in the human gut microbiome
Denis Bertrand, Jim Shaw, Manesh Kalathiyappan…·Niranjan Nagarajan
This paper introduces a hybrid metagenomic assembler that improves assembly quality and enables high-resolution analysis of resistance determinants and mobile elements in the human gut microbiome.
15 citations