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1دورية أكاديمية
المؤلفون: Stanislav Listopad, Christophe Magnan, Le Z. Day, Aliya Asghar, Andrew Stolz, John A. Tayek, Zhang-Xu Liu, Jon M. Jacobs, Timothy R. Morgan, Trina M. Norden-Krichmar
مصطلحات موضوعية: Biochemistry, Medicine, Genetics, Immunology, Inorganic Chemistry, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, used machine learning, machine learning models, feature selection pipelines, protein matches within, protein expression models, protein biomarker panels, built separate classification, liver tissue models, across liver tissue, cross validation accuracy, identify combined gene, improved classification accuracy, high classification accuracy, associated liver disease, div >< p, built integrated gene, liver tissue, classification accuracy, protein biomarkers, integrated gene, associated hepatitis
الإتاحة: https://doi.org/10.1371/journal.pdig.0000447.s001Test
https://figshare.com/articles/journal_contribution/Supplemental_methods_and_supplemental_results_for_this_study_/25198658Test -
2دورية أكاديمية
المؤلفون: Augello, Catherine J, Noll, Jessica M, Distel, Timothy J, Wainright, Jolita D, Stout, Charles E, Ford, Byron D
مصطلحات موضوعية: Biomedical and Clinical Sciences, Clinical Sciences, Brain Disorders, Stroke, Clinical Research, 4.1 Discovery and preclinical testing of markers and technologies, Detection, screening and diagnosis, Aged, Biomarkers, Biomarkers, Pharmacological, Blood Proteins, Brain Ischemia, Cytokine Receptor gp130, Female, Humans, Male, Matrix Metalloproteinase 2, Middle Aged, Osteopontin, ROC Curve, Risk Factors, TNF Receptor-Associated Factor 1, TNF Receptor-Associated Factor 2, Tissue Plasminogen Activator, Blood biomarker panels, Ischemic stroke, Inflammation, Luminex, Plasma, Neurosciences, Psychology, Cognitive Sciences, Neurology & Neurosurgery, Biological psychology
وصف الملف: application/pdf
الوصول الحر: https://escholarship.org/uc/item/2k02s14qTest
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3
المؤلفون: Stanislav Listopad, Christophe Magnan, Le Z. Day, Aliya Asghar, Andrew Stolz, John A. Tayek, Zhang-Xu Liu, Jon M. Jacobs, Timothy R. Morgan, Trina M. Norden-Krichmar
مصطلحات موضوعية: Biochemistry, Medicine, Genetics, Immunology, Inorganic Chemistry, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, used machine learning, machine learning models, feature selection pipelines, protein matches within, protein expression models, protein biomarker panels, built separate classification, liver tissue models, across liver tissue, cross validation accuracy, identify combined gene, improved classification accuracy, high classification accuracy, associated liver disease, div >< p, built integrated gene, liver tissue, classification accuracy, protein biomarkers, integrated gene, associated hepatitis
الإتاحة: https://doi.org/10.1371/journal.pdig.0000447.t004Test
https://figshare.com/articles/dataset/Summary_of_methods_used_with_transcriptomic_and_proteomic_data_types_/25198679Test -
4صورة
المؤلفون: Stanislav Listopad, Christophe Magnan, Le Z. Day, Aliya Asghar, Andrew Stolz, John A. Tayek, Zhang-Xu Liu, Jon M. Jacobs, Timothy R. Morgan, Trina M. Norden-Krichmar
مصطلحات موضوعية: Biochemistry, Medicine, Genetics, Immunology, Inorganic Chemistry, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, used machine learning, machine learning models, feature selection pipelines, protein matches within, protein expression models, protein biomarker panels, built separate classification, liver tissue models, across liver tissue, cross validation accuracy, identify combined gene, improved classification accuracy, high classification accuracy, associated liver disease, div >< p, built integrated gene, liver tissue, classification accuracy, protein biomarkers, integrated gene, associated hepatitis
العلاقة: https://figshare.com/articles/figure/Flowchart_of_the_3_stages_of_the_analysis_/25198661Test
الإتاحة: https://doi.org/10.1371/journal.pdig.0000447.g001Test
https://figshare.com/articles/figure/Flowchart_of_the_3_stages_of_the_analysis_/25198661Test -
5
المؤلفون: Stanislav Listopad, Christophe Magnan, Le Z. Day, Aliya Asghar, Andrew Stolz, John A. Tayek, Zhang-Xu Liu, Jon M. Jacobs, Timothy R. Morgan, Trina M. Norden-Krichmar
مصطلحات موضوعية: Biochemistry, Medicine, Genetics, Immunology, Inorganic Chemistry, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, used machine learning, machine learning models, feature selection pipelines, protein matches within, protein expression models, protein biomarker panels, built separate classification, liver tissue models, across liver tissue, cross validation accuracy, identify combined gene, improved classification accuracy, high classification accuracy, associated liver disease, div >< p, built integrated gene, liver tissue, classification accuracy, protein biomarkers, integrated gene, associated hepatitis
الإتاحة: https://doi.org/10.1371/journal.pdig.0000447.t001Test
https://figshare.com/articles/dataset/Study_population_demographics_liver_for_proteomic_and_RNAseq_analysis_/25198670Test -
6
المؤلفون: Stanislav Listopad, Christophe Magnan, Le Z. Day, Aliya Asghar, Andrew Stolz, John A. Tayek, Zhang-Xu Liu, Jon M. Jacobs, Timothy R. Morgan, Trina M. Norden-Krichmar
مصطلحات موضوعية: Biochemistry, Medicine, Genetics, Immunology, Inorganic Chemistry, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, used machine learning, machine learning models, feature selection pipelines, protein matches within, protein expression models, protein biomarker panels, built separate classification, liver tissue models, across liver tissue, cross validation accuracy, identify combined gene, improved classification accuracy, high classification accuracy, associated liver disease, div >< p, built integrated gene, liver tissue, classification accuracy, protein biomarkers, integrated gene, associated hepatitis
الإتاحة: https://doi.org/10.1371/journal.pdig.0000447.t002Test
https://figshare.com/articles/dataset/Study_population_demographics_PBMCs_for_proteomic_and_RNAseq_analysis_/25198673Test -
7
المؤلفون: Stanislav Listopad, Christophe Magnan, Le Z. Day, Aliya Asghar, Andrew Stolz, John A. Tayek, Zhang-Xu Liu, Jon M. Jacobs, Timothy R. Morgan, Trina M. Norden-Krichmar
مصطلحات موضوعية: Biochemistry, Medicine, Genetics, Immunology, Inorganic Chemistry, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, used machine learning, machine learning models, feature selection pipelines, protein matches within, protein expression models, protein biomarker panels, built separate classification, liver tissue models, across liver tissue, cross validation accuracy, identify combined gene, improved classification accuracy, high classification accuracy, associated liver disease, div >< p, built integrated gene, liver tissue, classification accuracy, protein biomarkers, integrated gene, associated hepatitis
الإتاحة: https://doi.org/10.1371/journal.pdig.0000447.t003Test
https://figshare.com/articles/dataset/The_degree_of_matching_between_proteomic_and_transcriptomic_samples_for_PBMC_and_liver_tissue_/25198676Test -
8
المؤلفون: Stanislav Listopad, Christophe Magnan, Le Z. Day, Aliya Asghar, Andrew Stolz, John A. Tayek, Zhang-Xu Liu, Jon M. Jacobs, Timothy R. Morgan, Trina M. Norden-Krichmar
مصطلحات موضوعية: Biochemistry, Medicine, Genetics, Immunology, Inorganic Chemistry, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, used machine learning, machine learning models, feature selection pipelines, protein matches within, protein expression models, protein biomarker panels, built separate classification, liver tissue models, across liver tissue, cross validation accuracy, identify combined gene, improved classification accuracy, high classification accuracy, associated liver disease, div >< p, built integrated gene, liver tissue, classification accuracy, protein biomarkers, integrated gene, associated hepatitis
العلاقة: https://figshare.com/articles/dataset/Best_genes_and_proteins_for_each_dataset_/25198682Test
الإتاحة: https://doi.org/10.1371/journal.pdig.0000447.t005Test
https://figshare.com/articles/dataset/Best_genes_and_proteins_for_each_dataset_/25198682Test -
9صورة
المؤلفون: Stanislav Listopad, Christophe Magnan, Le Z. Day, Aliya Asghar, Andrew Stolz, John A. Tayek, Zhang-Xu Liu, Jon M. Jacobs, Timothy R. Morgan, Trina M. Norden-Krichmar
مصطلحات موضوعية: Biochemistry, Medicine, Genetics, Immunology, Inorganic Chemistry, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, used machine learning, machine learning models, feature selection pipelines, protein matches within, protein expression models, protein biomarker panels, built separate classification, liver tissue models, across liver tissue, cross validation accuracy, identify combined gene, improved classification accuracy, high classification accuracy, associated liver disease, div >< p, built integrated gene, liver tissue, classification accuracy, protein biomarkers, integrated gene, associated hepatitis
الإتاحة: https://doi.org/10.1371/journal.pdig.0000447.g003Test
https://figshare.com/articles/figure/Confusion_matrices_corresponding_to_the_best_gene_and_protein_sets_in_the_matched_balanced_data_set_tested_separately_and_tested_with_the_integrated_gene_protein_set_/25198667Test -
10صورة
المؤلفون: Stanislav Listopad, Christophe Magnan, Le Z. Day, Aliya Asghar, Andrew Stolz, John A. Tayek, Zhang-Xu Liu, Jon M. Jacobs, Timothy R. Morgan, Trina M. Norden-Krichmar
مصطلحات موضوعية: Biochemistry, Medicine, Genetics, Immunology, Inorganic Chemistry, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, used machine learning, machine learning models, feature selection pipelines, protein matches within, protein expression models, protein biomarker panels, built separate classification, liver tissue models, across liver tissue, cross validation accuracy, identify combined gene, improved classification accuracy, high classification accuracy, associated liver disease, div >< p, built integrated gene, liver tissue, classification accuracy, protein biomarkers, integrated gene, associated hepatitis
الإتاحة: https://doi.org/10.1371/journal.pdig.0000447.g002Test
https://figshare.com/articles/figure/Confusion_matrices_corresponding_to_the_best_gene_and_protein_sets_of_the_full_datasets_and_the_liver_tissue_validation_datasets_/25198664Test