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Author Details

Brendan J Frey
University of Toronto
1995
64
38
Nevan J Krogan (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
35758812A graph neural network approach for molecule carcinogenicity prediction.Bioinformatics2022
32284880<i>ATP7B</i> variant c.1934Tâ¿¿&gt;â¿¿G p.Met645Arg causes Wilson disease by promoting exon 6 skipping.NPJ Genom Med2020
29648582Inference of the human polyadenylation code.Bioinformatics2018
30188539Deep learning in biomedicine.Nat Biotechnol2018
29949959COSSMO: predicting competitive alternative splice site selection using deep learning.Bioinformatics2018
28714989Correction of a splicing defect in a mouse model of congenital muscular dystrophy type 1A using a homology-directed-repair-independent mechanism.Nat Med2017
28420678Automated analysis of high-content microscopy data with deep learning.Mol Syst Biol2017
28263302Whole genome sequencing resource identifies 18 new candidate genes for autism spectrum disorder.Nat Neurosci2017
26806341Computer vision for high content screening.Crit Rev Biochem Mol Biol2016
28567303Whole Genome Sequencing Expands Diagnostic Utility and Improves Clinical Management in Pediatric Medicine.NPJ Genom Med2016
27717327Does conservation account for splicing patterns?BMC Genomics2016
27525107Genome-wide characteristics of <i>de novo</i> mutations in autism.NPJ Genom Med2016
27307644Classifying and segmenting microscopy images with deep multiple instance learning.Bioinformatics2016
25525159RNA splicing. The human splicing code reveals new insights into the genetic determinants of disease.Science2015
26384369Whole-Genome Sequencing Suggests Schizophrenia Risk Mechanisms in Humans with 22q11.2 Deletion Syndrome.G3 (Bethesda)2015
26213851Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning.Nat Biotechnol2015
25690854C2H2 zinc finger proteins greatly expand the human regulatory lexicon.Nat Biotechnol2015
24931975Deep learning of the tissue-regulated splicing code.Bioinformatics2014
25258385Widespread intron retention in mammals functionally tunes transcriptomes.Genome Res2014
24859339Brain-expressed exons under purifying selection are enriched for de novo mutations in autism spectrum disorder.Nat Genet2014
23542699Mutations in STAMBP, encoding a deubiquitinating enzyme, cause microcephaly-capillary malformation syndrome.Nat Genet2013
24156756AVISPA: a web tool for the prediction and analysis of alternative splicing.Genome Biol2013
23846655A compendium of RNA-binding motifs for decoding gene regulation.Nature2013
23929347Network cleanup.Nat Biotechnol2013
23739326MBNL proteins repress ES-cell-specific alternative splicing and reprogramming.Nature2013
23419374Non-parametric Bayesian approach to post-translational modification refinement of predictions from tandem mass spectrometry.Bioinformatics2013
22537040Challenges in estimating percent inclusion of alternatively spliced junctions from RNA-seq data.BMC Bioinformatics2012
23258890The evolutionary landscape of alternative splicing in vertebrate species.Science2012
22704758A generalizable pre-clinical research approach for orphan disease therapy.Orphanet J Rare Dis2012
21258065Computational refinement of post-translational modifications predicted from tandem mass spectrometry.Bioinformatics2011
21803804Bayesian prediction of tissue-regulated splicing using RNA sequence and cellular context.Bioinformatics2011
21980446Transcriptional profiling of endocrine cerebro-osteodysplasia using microarray and next-generation sequencing.PLoS One2011
20065090Integrating high-throughput genetic interaction mapping and high-content screening to explore yeast spindle morphogenesis.J Cell Biol2010
20445623Deciphering the splicing code.Nature2010
20529924Model-based detection of alternative splicing signals.Bioinformatics2010
19191593A binary variable model for affinity propagation.Neural Comput2009
18056057Comparative proteomics profiling of a phospholamban mutant mouse model of dilated cardiomyopathy reveals progressive intracellular stress responses.Mol Cell Proteomics2008
18978789Deep surveying of alternative splicing complexity in the human transcriptome by high-throughput sequencing.Nat Genet2008
18456862A systematic analysis of intronic sequences downstream of 5' splice sites reveals a widespread role for U-rich motifs and TIA1/TIAL1 proteins in alternative splicing regulation.Genome Res2008
18229676Comparing sequence and expression for predicting microRNA targets using GenMiR3.Pac Symp Biocomput2008
17218491Clustering by passing messages between data points.Science2007
18026111Using expression profiling data to identify human microRNA targets.Nat Methods2007
17565696Functional coordination of alternative splicing in the mammalian central nervous system.Genome Biol2007
17683260Bayesian inference of MicroRNA targets from sequence and expression data.J Comput Biol2007
17486137Integrated proteomic and transcriptomic profiling of mouse lung development and Nmyc target genes.Mol Syst Biol2007
16615898Global survey of organ and organelle protein expression in mouse: combined proteomic and transcriptomic profiling.Cell2006
16901791Exploring the mode-of-action of bioactive compounds by chemical-genetic profiling in yeast.Cell2006
16880382Identifying transcription factor functions and targets by phenotypic activation.Proc Natl Acad Sci U S A2006
16403798Inferring global levels of alternative splicing isoforms using a generative model of microarray data.Bioinformatics2006
16398421Unwrapping of MR phase images using a Markov random field model.IEEE Trans Med Imaging2006
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Collaborators

University of Toronto
Co-authored papers 19
University of Toronto
Co-authored papers 17
Sloan Kettering Institute
Co-authored papers 17
University of Toronto
Co-authored papers 10
University of Toronto
Co-authored papers 8
Nanjing Agricultural University
Co-authored papers 7
Boston University School of Medicine, Boston University
Co-authored papers 6
The Hospital for Sick Children
Co-authored papers 6
Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital
Co-authored papers 5
Co-authored papers 5
Co-authored papers 5
University of Toronto
Co-authored papers 4
The Hospital for Sick Children
Co-authored papers 4
University of Zurich
Co-authored papers 4
University of Toronto
Co-authored papers 4
University of Toronto
Co-authored papers 3
University of Calgary
Co-authored papers 3
University of Toronto
Co-authored papers 3
College Street, University of Toronto
Co-authored papers 3
University of Toronto
Co-authored papers 3
Princess Margaret Cancer Centre, University Health Network, University of Toronto
Co-authored papers 3
Queen's University
Co-authored papers 3
University of Cincinnati College of Medicine
Co-authored papers 3
Co-authored papers 3
York University
Co-authored papers 2
University of California San Francisco
Co-authored papers 2
The University of Hong Kong
Co-authored papers 2
West China Second University Hospital, Sichuan University
Co-authored papers 2
Verily Life Sciences LLC
Co-authored papers 2
University of California berkeley
Co-authored papers 2