Evgeny Putin (2575033)
16  Ergebnisse:
Personensuche X
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1

Feature importance analysis using PFI method:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Feature_importance_analysis_using_PFI_method_/14983327.  , 2021
 
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2

Overview of selected functionalities offered by the platfor:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Overview_of_selected_functionalities_offered_by_the_platform_/14983309.  , 2021
 
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3

Results from the DT model trained on the biochemistry data:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Results_from_the_DT_model_trained_on_the_biochemistry_data_/14983318.  , 2021
 
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4

Technical description of the platform capabilities and thei..:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/journal_contribution/Technical_description_of_the_platform_capabilities_and_their_implementation_/14983297.  , 2021
 
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5

Overview of the COVIDomic platform:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Overview_of_the_COVIDomic_platform_/14983300.  , 2021
 
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6

Top 12 overlapping Genomic features and amino-acid changes ..:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/dataset/Top_12_overlapping_Genomic_features_and_amino-acid_changes_obtained_with_the_PFI_and_SHAP_methods_/14983345.  , 2021
 
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7

Overview of selected functionalities offered by the platfor..:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Overview_of_selected_functionalities_offered_by_the_platform_and_their_associated_displays_/14983306.  , 2021
 
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8

Schematic representation of the workflow of the platform wi..:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Schematic_representation_of_the_workflow_of_the_platform_with_its_four_components_/14983294.  , 2021
 
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9

LR coefficients obtained from the biochemistry data:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/LR_coefficients_obtained_from_the_biochemistry_data_/14983315.  , 2021
 
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10

Feature importance analysis using SHAP method:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Feature_importance_analysis_using_SHAP_method_/14983324.  , 2021
 
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11

Description of approaches for building models on different ..:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Description_of_approaches_for_building_models_on_different_data_types_/14983333.  , 2021
 
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12

Results for the training of models on various types of data:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Results_for_the_training_of_models_on_various_types_of_data_/14983339.  , 2021
 
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13

Metatranscriptome analysis for COVID-19 patients:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Metatranscriptome_analysis_for_COVID-19_patients_/14983303.  , 2021
 
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14

Scores obtained with the two best models: LGBM and LR:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Scores_obtained_with_the_two_best_models_LGBM_and_LR_/14983321.  , 2021
 
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15

Analysis of the predicted features common to the PFI and SH..:

Vladimir Naumov (8582277) ; Evgeny Putin (2575033) ; Stefan Pushkov (11133892)...
https://figshare.com/articles/figure/Analysis_of_the_predicted_features_common_to_the_PFI_and_SHAP_methods_/14983330.  , 2021
 
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