Concepedia

Daniel Quang

DQ

14

Publications

2.8K

Citations

14

H-Index

2014

Active since

Affiliations

University of Michigan(Current)

University of California, Irvine

National Human Genome Research Institute

National Institutes of Health

University of Washington

Daniel Quang is an author at University of Michigan specializing in bioinformatics, engineering, and computational biology.

Top concepts

GeneticsMedicineEngineeringBioinformaticsFunctional GenomicsComputational BiologySystems BiologyGenomicsCell BiologyData Science

Publications per year

2014–2020

14

Publications

14

DANN: a deep learning approach for annotating the pathogenicity of genetic variants

Daniel Quang, Yifei Chen, Xiaohui Xie · Bioinformatics · 2014 · 1.1K citations · Full text

DanQ: a hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences

Daniel Quang, Xiaohui Xie · Nucleic Acids Research · 2016 · 905 citations · Full text

Structured Prediction, Convolutional Neural Network, Engineering +22

FactorNet: A deep learning framework for predicting cell type specific transcription factor binding from nucleotide-resolution sequential data

Daniel Quang, Xiaohui Xie · Methods · 2019 · 199 citations · Full text

Functional Genomics, Engineering, Nucleotide-resolution Sequential Data +11

Single-cell ATAC-Seq in human pancreatic islets and deep learning upscaling of rare cells reveals cell-specific type 2 diabetes regulatory signatures

Vivek Rai, Daniel Quang, Michael R. Erdos et al. · Molecular Metabolism · 2019 · 131 citations · Full text

Machine Learning to Predict Anti–Tumor Necrosis Factor Drug Responses of Rheumatoid Arthritis Patients by Integrating Clinical and Genetic Markers

Yuanfang Guan, Hongjiu Zhang, Daniel Quang et al. · Arthritis & Rheumatology · 2019 · 127 citations · Full text

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