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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
https://figshare.com/articles/figure/Analysis_of_the_predicted_features_common_to_the_PFI_and_SHAP_methods_/14983330. , 2021