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Paper Details

A deep learning approach to automate refinement of somatic variant calling from cancer sequencing data.
Nat Genet
42
2018
Cancer, cancer, somatic, somatic variants
Algorithms, Computer Simulation, DNA Mutational Analysis, Deep Learning, Electronic Data Processing, High-Throughput Nucleotide Sequencing, Humans, Mutation, Neoplasms, Polymorphism, Single Nucleotide, Reproducibility of Results, Sequence Analysis, DNA, Software
Author NameAffiliation
Benjamin J AinscoughMcDonnell Genome Institute, Washington University School of Medicine
Benjamin J AinscoughSiteman Cancer Center, Washington University School of Medicine
Erica K BarnellMcDonnell Genome Institute, Washington University School of Medicine
Peter RonningMcDonnell Genome Institute, Washington University School of Medicine
Katie M CampbellMcDonnell Genome Institute, Washington University School of Medicine
Alex H WagnerMcDonnell Genome Institute, Washington University School of Medicine
Todd A FehnigerSiteman Cancer Center, Washington University School of Medicine
Todd A FehnigerWashington University School of Medicine
Gavin P DunnCenter for Human Immunology and Immunotherapy Programs, Washington University School of Medicine
Ravindra UppaluriBrigham and Women's Hospital and Dana-Farber Cancer Institute
Ramaswamy GovindanSiteman Cancer Center, Washington University School of Medicine
Ramaswamy GovindanWashington University School of Medicine
Thomas E RohanAlbert Einstein College of Medicine
Malachi GriffithMcDonnell Genome Institute, Washington University School of Medicine
Malachi GriffithSiteman Cancer Center, Washington University School of Medicine
Malachi GriffithWashington University School of Medicine
Malachi GriffithWashington University School of Medicine
Elaine R MardisInstitute for Genomic Medicine, The Research Institute at Nationwide Children's Hospital
Elaine R MardisThe Ohio State University College of Medicine
Elaine R MardisInstitute for Genomic Medicine, The Research Institute at Nationwide Children's Hospital
Elaine R MardisThe Ohio State University College of Medicine
Sanjay J SwamidassWashington University School of Medicine
Sanjay J SwamidassInstitute for Informatics, Washington University School of Medicine
Obi L GriffithMcDonnell Genome Institute, Washington University School of Medicine
Obi L GriffithSiteman Cancer Center, Washington University School of Medicine
Obi L GriffithWashington University School of Medicine
Obi L GriffithWashington University School of Medicine
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