User profiles for author:"Gunjan Baid"

Gunjan Baid

Inductive Bio
Verified email at inductive.bio
Cited by 1667

[PDF][PDF] Scaling autoregressive models for content-rich text-to-image generation

J Yu, Y Xu, JY Koh, T Luong, G Baid, Z Wang… - arXiv preprint arXiv …, 2022 - 3dvar.com
Abstract We present the Pathways [1] Autoregressive Text-to-Image (Parti) model, which
generates high-fidelity photorealistic images and supports content-rich synthesis involving …

A draft human pangenome reference

WW Liao, M Asri, J Ebler, D Doerr, M Haukness… - Nature, 2023 - nature.com
Abstract Here the Human Pangenome Reference Consortium presents a first draft of the
human pangenome reference. The pangenome contains 47 phased, diploid assemblies …

Ultrarapid nanopore genome sequencing in a critical care setting

JE Gorzynski, SD Goenka, K Shafin… - … England Journal of …, 2022 - Mass Medical Soc
Genetic Diagnoses in Critical Care Because a genetic diagnosis can guide clinical
management and improve prognosis in critically ill patients, much effort has gone into …

Haplotype-aware variant calling with PEPPER-Margin-DeepVariant enables high accuracy in nanopore long-reads

K Shafin, T Pesout, PC Chang, M Nattestad… - Nature …, 2021 - nature.com
Long-read sequencing has the potential to transform variant detection by reaching currently
difficult-to-map regions and routinely linking together adjacent variations to enable read …

DeepConsensus improves the accuracy of sequences with a gap-aware sequence transformer

G Baid, DE Cook, K Shafin, T Yun… - Nature …, 2023 - nature.com
Circular consensus sequencing with Pacific Biosciences (PacBio) technology generates
long (10–25 kilobases), accurate 'HiFi'reads by combining serial observations of a DNA …

Accelerated identification of disease-causing variants with ultra-rapid nanopore genome sequencing

SD Goenka, JE Gorzynski, K Shafin, DG Fisk… - Nature …, 2022 - nature.com
Whole-genome sequencing (WGS) can identify variants that cause genetic disease, but the
time required for sequencing and analysis has been a barrier to its use in acutely ill patients …

[PDF][PDF] PrecisionFDA Truth Challenge V2: Calling variants from short and long reads in difficult-to-map regions

ND Olson, J Wagner, J McDaniel, SH Stephens… - Cell genomics, 2022 - cell.com
Summary The precisionFDA Truth Challenge V2 aimed to assess the state of the art of
variant calling in challenging genomic regions. Starting with FASTQs, 20 challenge …

Gaps and complex structurally variant loci in phased genome assemblies

D Porubsky, MR Vollger, WT Harvey… - Genome …, 2023 - genome.cshlp.org
There has been tremendous progress in phased genome assembly production by
combining long-read data with parental information or linked-read data. Nevertheless, a …

Haplotype-aware variant calling enables high accuracy in nanopore long-reads using deep neural networks

K Shafin, T Pesout, PC Chang, M Nattestad… - BioRxiv, 2021 - biorxiv.org
Long-read sequencing has the potential to transform variant detection by reaching currently
difficult-to-map regions and routinely linking together adjacent variations to enable read …

DeepTrio: variant calling in families using deep learning

A Kolesnikov, S Goel, M Nattestad, T Yun, G Baid… - bioRxiv, 2021 - biorxiv.org
Every human inherits one copy of the genome from their mother and another from their
father. Parental inheritance helps us understand the transmission of traits and genetic …