{"id":"https://openalex.org/W4387934593","doi":"https://doi.org/10.1186/s12859-023-05459-x","title":"TreeKernel: interpretable kernel machine tests for interactions between -omics and clinical predictors with applications to metabolomics and COPD phenotypes","display_name":"TreeKernel: interpretable kernel machine tests for interactions between -omics and clinical predictors with applications to metabolomics and COPD phenotypes","publication_year":2023,"publication_date":"2023-10-25","ids":{"openalex":"https://openalex.org/W4387934593","doi":"https://doi.org/10.1186/s12859-023-05459-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/37880571"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-023-05459-x","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s12859-023-05459-x","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12859-023-05459-x.pdf","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s12859-023-05459-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061426767","display_name":"Charlie M. Carpenter","orcid":"https://orcid.org/0000-0002-4698-1516"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Charlie M. Carpenter","raw_affiliation_strings":["Department of Biostatistics and Informatics, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA. charles.carpenter@cuanschutz.edu","Department of Biostatistics and Informatics, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Informatics, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA. charles.carpenter@cuanschutz.edu","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Department of Biostatistics and Informatics, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA","institution_ids":["https://openalex.org/I51713134","https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054972170","display_name":"Lucas A. Gillenwater","orcid":"https://orcid.org/0000-0002-6995-0130"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lucas Gillenwater","raw_affiliation_strings":["Computational Bioscience Program, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"Computational Bioscience Program, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA","institution_ids":["https://openalex.org/I51713134","https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017665414","display_name":"Russell P. Bowler","orcid":"https://orcid.org/0000-0003-4651-363X"},"institutions":[{"id":"https://openalex.org/I3019586173","display_name":"National Jewish Health","ror":"https://ror.org/016z2bp30","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019586173"]},{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Russell Bowler","raw_affiliation_strings":["Department of Medicine, National Jewish Health, Denver, USA","University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, National Jewish Health, Denver, USA","institution_ids":["https://openalex.org/I3019586173","https://openalex.org/I921990950"]},{"raw_affiliation_string":"University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA","institution_ids":["https://openalex.org/I51713134","https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022404035","display_name":"Katerina Kechris","orcid":"https://orcid.org/0000-0002-3725-5459"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katerina Kechris","raw_affiliation_strings":["Department of Biostatistics and Informatics, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Informatics, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA","institution_ids":["https://openalex.org/I51713134","https://openalex.org/I921990950"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100625252","display_name":"Debashis Ghosh","orcid":"https://orcid.org/0000-0001-6618-1316"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Debashis Ghosh","raw_affiliation_strings":["Department of Biostatistics and Informatics, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Informatics, University of Colorado Denver, Anschutz Medical Campus, Denver, CO, USA","institution_ids":["https://openalex.org/I51713134","https://openalex.org/I921990950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061426767"],"corresponding_institution_ids":["https://openalex.org/I51713134","https://openalex.org/I921990950"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30441586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"1","first_page":"398","last_page":"398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9498000144958496,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.7981371879577637},{"id":"https://openalex.org/keywords/omics","display_name":"Omics","score":0.6319242119789124},{"id":"https://openalex.org/keywords/metabolomics","display_name":"Metabolomics","score":0.5492383241653442},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5191880464553833},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5012314319610596},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4738845229148865},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4585558772087097},{"id":"https://openalex.org/keywords/phenotype","display_name":"Phenotype","score":0.41965585947036743},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3993666172027588},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.39452144503593445},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3938755691051483},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3155469000339508},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19503337144851685},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.09535971283912659}],"concepts":[{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.7981371879577637},{"id":"https://openalex.org/C157585117","wikidata":"https://www.wikidata.org/wiki/Q158666","display_name":"Omics","level":2,"score":0.6319242119789124},{"id":"https://openalex.org/C21565614","wikidata":"https://www.wikidata.org/wiki/Q12149006","display_name":"Metabolomics","level":2,"score":0.5492383241653442},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5191880464553833},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5012314319610596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4738845229148865},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4585558772087097},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.41965585947036743},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3993666172027588},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.39452144503593445},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3938755691051483},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3155469000339508},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19503337144851685},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.09535971283912659},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D029424","descriptor_name":"Pulmonary Disease, Chronic Obstructive","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D029424","descriptor_name":"Pulmonary Disease, Chronic Obstructive","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D029424","descriptor_name":"Pulmonary Disease, Chronic Obstructive","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D029424","descriptor_name":"Pulmonary Disease, Chronic Obstructive","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D029424","descriptor_name":"Pulmonary Disease, Chronic Obstructive","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-023-05459-x","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s12859-023-05459-x","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12859-023-05459-x.pdf","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:37880571","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37880571","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10601228","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10601228","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10601228/pdf/12859_2023_Article_5459.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:90824a8c388c4cb39e9a38e1510f6b0f","is_oa":true,"landing_page_url":"https://doaj.org/article/90824a8c388c4cb39e9a38e1510f6b0f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 24, Iss 1, Pp 1-14 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12859-023-05459-x","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s12859-023-05459-x","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12859-023-05459-x.pdf","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G3124021205","display_name":null,"funder_award_id":"U01 CA235488","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G8558150502","display_name":null,"funder_award_id":"U01 HL089897","funder_id":"https://openalex.org/F4320320334","funder_display_name":"National Heart and Lung Institute"}],"funders":[{"id":"https://openalex.org/F4320320334","display_name":"National Heart and Lung Institute","ror":"https://ror.org/041kmwe10"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387934593.pdf","grobid_xml":"https://content.openalex.org/works/W4387934593.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1516274582","https://openalex.org/W1601740268","https://openalex.org/W1960974681","https://openalex.org/W1972902995","https://openalex.org/W1982304489","https://openalex.org/W1986280275","https://openalex.org/W1986589809","https://openalex.org/W1989016323","https://openalex.org/W1993404516","https://openalex.org/W2011808237","https://openalex.org/W2016381774","https://openalex.org/W2024193591","https://openalex.org/W2062551369","https://openalex.org/W2067100182","https://openalex.org/W2072986941","https://openalex.org/W2082907106","https://openalex.org/W2083157509","https://openalex.org/W2096442585","https://openalex.org/W2099107563","https://openalex.org/W2108299701","https://openalex.org/W2118689874","https://openalex.org/W2136582936","https://openalex.org/W2148464428","https://openalex.org/W2153947402","https://openalex.org/W2165558283","https://openalex.org/W2346312556","https://openalex.org/W2524913209","https://openalex.org/W2620406790","https://openalex.org/W2889513258","https://openalex.org/W2898924061","https://openalex.org/W2992021992","https://openalex.org/W3017665491","https://openalex.org/W3046506911","https://openalex.org/W3105132240","https://openalex.org/W3119573237","https://openalex.org/W3133707592","https://openalex.org/W3148591571","https://openalex.org/W3160500979","https://openalex.org/W3205709567","https://openalex.org/W4224309355"],"related_works":["https://openalex.org/W2985746494","https://openalex.org/W4206042385","https://openalex.org/W2511384863","https://openalex.org/W2080773131","https://openalex.org/W2096089271","https://openalex.org/W2923628599","https://openalex.org/W2014100433","https://openalex.org/W2051519658","https://openalex.org/W3208879153","https://openalex.org/W2208562635"],"abstract_inverted_index":{"TreeKernel":[0],"provides":[1],"a":[2],"simple":[3],"and":[4,15],"interpretable":[5],"process":[6],"for":[7,9],"testing":[8],"relationships":[10],"between":[11],"high-dimensional":[12],"omics":[13],"data":[14],"clinical":[16,24],"outcomes":[17],"in":[18],"the":[19],"presence":[20],"of":[21],"interactions":[22],"within":[23],"cohorts.":[25],"The":[26],"method":[27],"is":[28],"broadly":[29],"applicable":[30],"to":[31],"many":[32],"studies.":[33]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
