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Author Details

Roded Sharan
Tel Aviv University
2000
183
52
Trey Ideker (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36900390A Biterm Topic Model for Sparse Mutation Data.Cancers (Basel)2023
37738970SARS-CoV-2 variants evolve convergent strategies to remodel the host response.Cell2023
37287709From Leiden to Tel-Aviv University (TAU): exploring clustering solutions via a genetic algorithm.PNAS Nexus2023
36900390A Biterm Topic Model for Sparse Mutation Data.Cancers (Basel)2023
37276234A mutation-level covariate model for mutational signatures.PLoS Comput Biol2023
37448813BERTwalk for integrating gene networks to predict gene- to pathway-level properties.Bioinform Adv2023
37738970SARS-CoV-2 variants evolve convergent strategies to remodel the host response.Cell2023
37287709From Leiden to Tel-Aviv University (TAU): exploring clustering solutions via a genetic algorithm.PNAS Nexus2023
37448813BERTwalk for integrating gene networks to predict gene- to pathway-level properties.Bioinform Adv2023
37276234A mutation-level covariate model for mutational signatures.PLoS Comput Biol2023
34986026ScalpelSig Designs Targeted Genomic Panels from Data to Detect Activity of Mutational Signatures.J Comput Biol2022
36180493Exosomal telomerase transcripts reprogram the microRNA transcriptome profile of fibroblasts and partially contribute to CAF formation.Sci Rep2022
36035121Multi-task learning for predicting SARS-CoV-2 antibody escape.Front Genet2022
36406126A comparative analysis of telomere length maintenance circuits in fission and budding yeast.Front Genet2022
36530386Predicting genetic interactions, cell line dependencies and drug sensitivities with variational graph auto-encoder.Front Bioinform2022
34986029Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis.J Comput Biol2022
34986026ScalpelSig Designs Targeted Genomic Panels from Data to Detect Activity of Mutational Signatures.J Comput Biol2022
35182478Gene architecture directs splicing outcome in separate nuclear spatial regions.Mol Cell2022
36406126A comparative analysis of telomere length maintenance circuits in fission and budding yeast.Front Genet2022
36530386Predicting genetic interactions, cell line dependencies and drug sensitivities with variational graph auto-encoder.Front Bioinform2022
36180493Exosomal telomerase transcripts reprogram the microRNA transcriptome profile of fibroblasts and partially contribute to CAF formation.Sci Rep2022
36035121Multi-task learning for predicting SARS-CoV-2 antibody escape.Front Genet2022
35182478Gene architecture directs splicing outcome in separate nuclear spatial regions.Mol Cell2022
34986029Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis.J Comput Biol2022
33135031Prediction of cancer dependencies from expression data using deep learning.Mol Omics2021
34169837Evolution of fibroblasts in the lung metastatic microenvironment is driven by stage-specific transcriptional plasticity.Elife2021
34223192Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients.Nat Cancer2021
34252972Long reads capture simultaneous enhancer-promoter methylation status for cell-type deconvolution.Bioinformatics2021
33135031Prediction of cancer dependencies from expression data using deep learning.Mol Omics2021
34465178Mutational Signatures: From Methods to Mechanisms.Annu Rev Biomed Data Sci2021
34724984A mixture model for signature discovery from sparse mutation data.Genome Med2021
34665813A data-driven approach for constructing mutation categories for mutational signature analysis.PLoS Comput Biol2021
34706638ANAT 3.0: a framework for elucidating functional protein subnetworks using graph-theoretic and machine learning approaches.BMC Bioinformatics2021
34706638ANAT 3.0: a framework for elucidating functional protein subnetworks using graph-theoretic and machine learning approaches.BMC Bioinformatics2021
34465178Mutational Signatures: From Methods to Mechanisms.Annu Rev Biomed Data Sci2021
34665813A data-driven approach for constructing mutation categories for mutational signature analysis.PLoS Comput Biol2021
34724984A mixture model for signature discovery from sparse mutation data.Genome Med2021
34252972Long reads capture simultaneous enhancer-promoter methylation status for cell-type deconvolution.Bioinformatics2021
34223192Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients.Nat Cancer2021
34169837Evolution of fibroblasts in the lung metastatic microenvironment is driven by stage-specific transcriptional plasticity.Elife2021
32471470Network-based approaches elucidate differences within APOBEC and clock-like signatures in breast cancer.Genome Med2020
31797602DNA Repair Footprint Uncovers Contribution of DNA Repair Mechanism to Mutational Signatures.Pac Symp Biocomput2020
32419903G2G: A web-server for the prediction of human synthetic lethal interactions.Comput Struct Biotechnol J2020
31770006A Robustness Analysis of Dynamic Boolean Models of Cellular Circuits.J Comput Biol2020
32088392A Sticky Multinomial Mixture Model of Strand-Coordinated Mutational Processes in Cancer.iScience2020
32471470Network-based approaches elucidate differences within APOBEC and clock-like signatures in breast cancer.Genome Med2020
32819971Identification of Essential Genes and Fluconazole Susceptibility Genes in <i>Candida glabrata</i> by Profiling <i>Hermes</i> Transposon Insertions.G3 (Bethesda)2020
32814053Interactome Mapping Provides a Network of Neurodegenerative Disease Proteins and Uncovers Widespread Protein Aggregation in Affected Brains.Cell Rep2020
32681306Comparing the utility of in vivo transposon mutagenesis approaches in yeast species to infer gene essentiality.Curr Genet2020
32088392A Sticky Multinomial Mixture Model of Strand-Coordinated Mutational Processes in Cancer.iScience2020
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Collaborators

National Cancer Institute
Co-authored papers 46
Tel Aviv University
Co-authored papers 20
University of California San Diego
Co-authored papers 16
Center for Computational Biology, University of California berkeley
Co-authored papers 15
Technion-Israel Institute of Technology
Co-authored papers 14
University of California at Berkeley and International Computer Science Institute
Co-authored papers 10
Broad Institute of Harvard and MIT
Co-authored papers 8
Center for Precision Health, University of Texas Health Science Center at Houston
Co-authored papers 7
Weizmann Institute of Science
Co-authored papers 5
Faculty of Clinical Medicine, University of Oslo
Co-authored papers 4
Institute for Cancer Research, Oslo University Hospital
Co-authored papers 4
Sackler School of Medicine, Tel Aviv University
Co-authored papers 4
University of California San Diego
Co-authored papers 3
Princeton University
Co-authored papers 3
Tel Aviv University
Co-authored papers 3
Center for Computational Molecular Biology, Brown University
Co-authored papers 3
Weizmann Institute of Science
Co-authored papers 3
Novartis Institutes for BioMedical Research Inc.
Co-authored papers 3
University of California san francisco
Co-authored papers 2
University of California San Diego
Co-authored papers 2
ETH Zurich
Co-authored papers 2
Columbia University
Co-authored papers 2
Purdue University
Co-authored papers 2
University of California berkeley
Co-authored papers 2
Colorado State University
Co-authored papers 2
Dana-Farber Cancer Institute
Co-authored papers 2
University of Illinois
Co-authored papers 2
Stanford Center for Biomedical Informatics Research, Stanford University
Co-authored papers 2
University of California San Francisco
Co-authored papers 2
University of California San Diego
Co-authored papers 2