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Author Details
Full Name
Roded Sharan
Affiliation
Tel Aviv University
ORCID
Career Start Year
2000
Papers
183
H Index
52
Expertise
CM4AI Collaborator
Trey Ideker (CM4AI)
PMID
Paper Title
Journal Title
Published Year
36900390
A Biterm Topic Model for Sparse Mutation Data.
Cancers (Basel)
2023
37738970
SARS-CoV-2 variants evolve convergent strategies to remodel the host response.
Cell
2023
37287709
From Leiden to Tel-Aviv University (TAU): exploring clustering solutions via a genetic algorithm.
PNAS Nexus
2023
36900390
A Biterm Topic Model for Sparse Mutation Data.
Cancers (Basel)
2023
37276234
A mutation-level covariate model for mutational signatures.
PLoS Comput Biol
2023
37448813
BERTwalk for integrating gene networks to predict gene- to pathway-level properties.
Bioinform Adv
2023
37738970
SARS-CoV-2 variants evolve convergent strategies to remodel the host response.
Cell
2023
37287709
From Leiden to Tel-Aviv University (TAU): exploring clustering solutions via a genetic algorithm.
PNAS Nexus
2023
37448813
BERTwalk for integrating gene networks to predict gene- to pathway-level properties.
Bioinform Adv
2023
37276234
A mutation-level covariate model for mutational signatures.
PLoS Comput Biol
2023
34986026
ScalpelSig Designs Targeted Genomic Panels from Data to Detect Activity of Mutational Signatures.
J Comput Biol
2022
36180493
Exosomal telomerase transcripts reprogram the microRNA transcriptome profile of fibroblasts and partially contribute to CAF formation.
Sci Rep
2022
36035121
Multi-task learning for predicting SARS-CoV-2 antibody escape.
Front Genet
2022
36406126
A comparative analysis of telomere length maintenance circuits in fission and budding yeast.
Front Genet
2022
36530386
Predicting genetic interactions, cell line dependencies and drug sensitivities with variational graph auto-encoder.
Front Bioinform
2022
34986029
Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis.
J Comput Biol
2022
34986026
ScalpelSig Designs Targeted Genomic Panels from Data to Detect Activity of Mutational Signatures.
J Comput Biol
2022
35182478
Gene architecture directs splicing outcome in separate nuclear spatial regions.
Mol Cell
2022
36406126
A comparative analysis of telomere length maintenance circuits in fission and budding yeast.
Front Genet
2022
36530386
Predicting genetic interactions, cell line dependencies and drug sensitivities with variational graph auto-encoder.
Front Bioinform
2022
36180493
Exosomal telomerase transcripts reprogram the microRNA transcriptome profile of fibroblasts and partially contribute to CAF formation.
Sci Rep
2022
36035121
Multi-task learning for predicting SARS-CoV-2 antibody escape.
Front Genet
2022
35182478
Gene architecture directs splicing outcome in separate nuclear spatial regions.
Mol Cell
2022
34986029
Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis.
J Comput Biol
2022
33135031
Prediction of cancer dependencies from expression data using deep learning.
Mol Omics
2021
34169837
Evolution of fibroblasts in the lung metastatic microenvironment is driven by stage-specific transcriptional plasticity.
Elife
2021
34223192
Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients.
Nat Cancer
2021
34252972
Long reads capture simultaneous enhancer-promoter methylation status for cell-type deconvolution.
Bioinformatics
2021
33135031
Prediction of cancer dependencies from expression data using deep learning.
Mol Omics
2021
34465178
Mutational Signatures: From Methods to Mechanisms.
Annu Rev Biomed Data Sci
2021
34724984
A mixture model for signature discovery from sparse mutation data.
Genome Med
2021
34665813
A data-driven approach for constructing mutation categories for mutational signature analysis.
PLoS Comput Biol
2021
34706638
ANAT 3.0: a framework for elucidating functional protein subnetworks using graph-theoretic and machine learning approaches.
BMC Bioinformatics
2021
34706638
ANAT 3.0: a framework for elucidating functional protein subnetworks using graph-theoretic and machine learning approaches.
BMC Bioinformatics
2021
34465178
Mutational Signatures: From Methods to Mechanisms.
Annu Rev Biomed Data Sci
2021
34665813
A data-driven approach for constructing mutation categories for mutational signature analysis.
PLoS Comput Biol
2021
34724984
A mixture model for signature discovery from sparse mutation data.
Genome Med
2021
34252972
Long reads capture simultaneous enhancer-promoter methylation status for cell-type deconvolution.
Bioinformatics
2021
34223192
Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients.
Nat Cancer
2021
34169837
Evolution of fibroblasts in the lung metastatic microenvironment is driven by stage-specific transcriptional plasticity.
Elife
2021
32471470
Network-based approaches elucidate differences within APOBEC and clock-like signatures in breast cancer.
Genome Med
2020
31797602
DNA Repair Footprint Uncovers Contribution of DNA Repair Mechanism to Mutational Signatures.
Pac Symp Biocomput
2020
32419903
G2G: A web-server for the prediction of human synthetic lethal interactions.
Comput Struct Biotechnol J
2020
31770006
A Robustness Analysis of Dynamic Boolean Models of Cellular Circuits.
J Comput Biol
2020
32088392
A Sticky Multinomial Mixture Model of Strand-Coordinated Mutational Processes in Cancer.
iScience
2020
32471470
Network-based approaches elucidate differences within APOBEC and clock-like signatures in breast cancer.
Genome Med
2020
32819971
Identification of Essential Genes and Fluconazole Susceptibility Genes in <i>Candida glabrata</i> by Profiling <i>Hermes</i> Transposon Insertions.
G3 (Bethesda)
2020
32814053
Interactome Mapping Provides a Network of Neurodegenerative Disease Proteins and Uncovers Widespread Protein Aggregation in Affected Brains.
Cell Rep
2020
32681306
Comparing the utility of in vivo transposon mutagenesis approaches in yeast species to infer gene essentiality.
Curr Genet
2020
32088392
A Sticky Multinomial Mixture Model of Strand-Coordinated Mutational Processes in Cancer.
iScience
2020
1 - 50 of 366
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Co-authored papers
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14
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4
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Benjamin J Raphael
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3
Tamar Geiger
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Sorin Istrail
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Igor Ulitsky
Weizmann Institute of Science
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