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1
Optimizing network propagation for multi-omics data integra..:
Konstantina Charmpi ; Manopriya Chokkalingam ; Ronja Johnen.
https://doi.org/10.1371/journal.pcbi.1009161. , 2021
https://doi.org/10.1371/journal.pcbi.1009161. , 2021
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2
Tissue-specific modulation of gene expression in response t..:
Luke Stephen Tain ; Robert Sehlke ; Ralf Leslie Meilenbrock...
https://elifesciences.org/articles/67275. , 2021
https://elifesciences.org/articles/67275. , 2021
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4
Inter-replicate consistency and within-patient similarity a..:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/figure/Inter-replicate_consistency_and_within-patient_similarity_across_network_smoothing_/16991736. , 2021
https://figshare.com/articles/figure/Inter-replicate_consistency_and_within-patient_similarity_across_network_smoothing_/16991736. , 2021
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5
List of ageing-associated genes (STRING identifier and corr..:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/dataset/List_of_ageing-associated_genes_STRING_identifier_and_corresponding_gene_symbol_within_imputed_genes_based_on_the_JenAge_Ageing_Factor_Database_for_each_tissue_brain_and_liver_and_each_layer_mRNA_and_protein_in_Ori_i_et_al_i_13_dataset_/16991724. , 2021
https://figshare.com/articles/dataset/List_of_ageing-associated_genes_STRING_identifier_and_corresponding_gene_symbol_within_imputed_genes_based_on_the_JenAge_Ageing_Factor_Database_for_each_tissue_brain_and_liver_and_each_layer_mRNA_and_protein_in_Ori_i_et_al_i_13_dataset_/16991724. , 2021
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6
Bias induced through network propagation:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/journal_contribution/Bias_induced_through_network_propagation_/16991712. , 2021
https://figshare.com/articles/journal_contribution/Bias_induced_through_network_propagation_/16991712. , 2021
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7
Normalized Laplacian induces a topology bias:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/figure/Normalized_Laplacian_induces_a_topology_bias_/16991727. , 2021
https://figshare.com/articles/figure/Normalized_Laplacian_induces_a_topology_bias_/16991727. , 2021
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8
Network propagation improves the correlation between mRNA a..:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/figure/Network_propagation_improves_the_correlation_between_mRNA_and_protein_levels_of_ageing_tissues_brain_and_liver_and_PCa_samples_/16991739. , 2021
https://figshare.com/articles/figure/Network_propagation_improves_the_correlation_between_mRNA_and_protein_levels_of_ageing_tissues_brain_and_liver_and_PCa_samples_/16991739. , 2021
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9
High similarity between smoothed scores of RWR and HD:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/journal_contribution/High_similarity_between_smoothed_scores_of_RWR_and_HD_/16991703. , 2021
https://figshare.com/articles/journal_contribution/High_similarity_between_smoothed_scores_of_RWR_and_HD_/16991703. , 2021
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10
MSEs and bias-variance tradeoff per grade group:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/journal_contribution/MSEs_and_bias-variance_tradeoff_per_grade_group_/16991715. , 2021
https://figshare.com/articles/journal_contribution/MSEs_and_bias-variance_tradeoff_per_grade_group_/16991715. , 2021
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11
S7 Fig -:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/journal_contribution/S7_Fig_-/16991721. , 2021
https://figshare.com/articles/journal_contribution/S7_Fig_-/16991721. , 2021
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12
Factors affecting network propagation gain of individual ge..:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/figure/Factors_affecting_network_propagation_gain_of_individual_genes_/16991733. , 2021
https://figshare.com/articles/figure/Factors_affecting_network_propagation_gain_of_individual_genes_/16991733. , 2021
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13
S6 Fig -:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/journal_contribution/S6_Fig_-/16991718. , 2021
https://figshare.com/articles/journal_contribution/S6_Fig_-/16991718. , 2021
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14
Network propagation identifies ageing-associated genes as w..:
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/figure/Network_propagation_identifies_ageing-associated_genes_as_well_as_genes_distinguishing_prostate_tumors_of_different_grades_/16991742. , 2021
https://figshare.com/articles/figure/Network_propagation_identifies_ageing-associated_genes_as_well_as_genes_distinguishing_prostate_tumors_of_different_grades_/16991742. , 2021
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15
Bias-variance decomposition of the Mean Squared Error (MSE):
Konstantina Charmpi (9901053) ; Manopriya Chokkalingam (11682093) ; Ronja Johnen (11682096).
https://figshare.com/articles/figure/Bias-variance_decomposition_of_the_Mean_Squared_Error_MSE_/16991730. , 2021
https://figshare.com/articles/figure/Bias-variance_decomposition_of_the_Mean_Squared_Error_MSE_/16991730. , 2021