{"id":"https://openalex.org/W2905944409","doi":"https://doi.org/10.1515/jib-2018-0064","title":"Integrative Gene Selection on Gene Expression Data: Providing Biological Context to Traditional Approaches","display_name":"Integrative Gene Selection on Gene Expression Data: Providing Biological Context to Traditional Approaches","publication_year":2018,"publication_date":"2018-12-22","ids":{"openalex":"https://openalex.org/W2905944409","doi":"https://doi.org/10.1515/jib-2018-0064","mag":"2905944409","pmid":"https://pubmed.ncbi.nlm.nih.gov/30785707"},"language":"en","primary_location":{"id":"doi:10.1515/jib-2018-0064","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2018-0064","pdf_url":null,"source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1515/jib-2018-0064","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048045873","display_name":"Cindy Perscheid","orcid":"https://orcid.org/0000-0003-4273-0012"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Cindy Perscheid","raw_affiliation_strings":["Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam , Potsdam , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam , Potsdam , Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027380832","display_name":"Bastien Grasnick","orcid":null},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bastien Grasnick","raw_affiliation_strings":["Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam , Potsdam , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam , Potsdam , Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080813303","display_name":"Matthias Uflacker","orcid":null},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]},{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Uflacker","raw_affiliation_strings":["Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam , Potsdam , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam , Potsdam , Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048045873"],"corresponding_institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"],"apc_list":null,"apc_paid":null,"fwci":1.0207,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.76707994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9987999796867371,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9987999796867371,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9940000176429749,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9929999709129333,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7500450015068054},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7105553150177002},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6472710371017456},{"id":"https://openalex.org/keywords/gene-selection","display_name":"Gene selection","score":0.5767149329185486},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5641202926635742},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4299634099006653},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.4293380081653595},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4227401614189148},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41135886311531067},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.3866521716117859},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3263530135154724},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.3088107705116272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2683188021183014},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21221387386322021},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.10640221834182739},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.07888510823249817}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7500450015068054},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7105553150177002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6472710371017456},{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.5767149329185486},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5641202926635742},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4299634099006653},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.4293380081653595},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4227401614189148},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41135886311531067},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3866521716117859},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3263530135154724},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.3088107705116272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2683188021183014},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21221387386322021},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.10640221834182739},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.07888510823249817},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D009363","descriptor_name":"Neoplasm Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009363","descriptor_name":"Neoplasm Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009363","descriptor_name":"Neoplasm Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015972","descriptor_name":"Gene Expression Regulation, Neoplastic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015972","descriptor_name":"Gene Expression Regulation, Neoplastic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015972","descriptor_name":"Gene Expression Regulation, Neoplastic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1515/jib-2018-0064","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2018-0064","pdf_url":null,"source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},{"id":"pmid:30785707","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30785707","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":"Journal of integrative bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:d06bef0e802748cbb70dd7ef52783161","is_oa":true,"landing_page_url":"https://doaj.org/article/d06bef0e802748cbb70dd7ef52783161","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Integrative Bioinformatics, Vol 16, Iss 1, Pp 951-69 (2018)","raw_type":"article"},{"id":"pmh:oai:kobv.de-opus4-uni-potsdam:50086","is_oa":true,"landing_page_url":"https://publishup.uni-potsdam.de/frontdoor/index/index/docId/50086","pdf_url":null,"source":{"id":"https://openalex.org/S4306400594","display_name":"publish.UP (University of Potsdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I176453806","host_organization_name":"University of Potsdam","host_organization_lineage":["https://openalex.org/I176453806"],"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":null,"raw_type":"doc-type:article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6798862","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6798862","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"J Integr Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1515/jib-2018-0064","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2018-0064","pdf_url":null,"source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1493357981","https://openalex.org/W1520812622","https://openalex.org/W1583700199","https://openalex.org/W1652728956","https://openalex.org/W1808644423","https://openalex.org/W1976734130","https://openalex.org/W2034447201","https://openalex.org/W2045741102","https://openalex.org/W2056168656","https://openalex.org/W2077922582","https://openalex.org/W2095378398","https://openalex.org/W2097554668","https://openalex.org/W2099607215","https://openalex.org/W2103017472","https://openalex.org/W2104856269","https://openalex.org/W2123822128","https://openalex.org/W2131987814","https://openalex.org/W2133462743","https://openalex.org/W2133990480","https://openalex.org/W2141826465","https://openalex.org/W2142594886","https://openalex.org/W2143426320","https://openalex.org/W2144086069","https://openalex.org/W2146614932","https://openalex.org/W2149250260","https://openalex.org/W2149775297","https://openalex.org/W2154139219","https://openalex.org/W2157132621","https://openalex.org/W2158137698","https://openalex.org/W2158256579","https://openalex.org/W2158485828","https://openalex.org/W2159482845","https://openalex.org/W2164298117","https://openalex.org/W2164867293","https://openalex.org/W2169038408","https://openalex.org/W2177784250","https://openalex.org/W2344681634","https://openalex.org/W2519772487","https://openalex.org/W2604808360","https://openalex.org/W2615358397","https://openalex.org/W2768357765","https://openalex.org/W2783308371","https://openalex.org/W2794376480","https://openalex.org/W2915806464","https://openalex.org/W4210702584","https://openalex.org/W4249247926","https://openalex.org/W4294216483"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4313016600","https://openalex.org/W1533508595"],"abstract_inverted_index":{"The":[0,44],"advance":[1],"of":[2,20,47,62,75,127,179],"high-throughput":[3],"RNA-Sequencing":[4],"techniques":[5],"enables":[6],"researchers":[7,23],"to":[8,53,87,113,115,140,168],"analyze":[9],"the":[10,18,76,90,125,154],"complete":[11],"gene":[12,48,63,66,109,131,146,159],"activity":[13],"in":[14],"particular":[15],"cells.":[16],"From":[17],"insights":[19],"such":[21],"analyses,":[22],"can":[24],"identify":[25],"disease-specific":[26],"expression":[27,49,78],"profiles,":[28],"thus":[29],"understand":[30],"complex":[31],"diseases":[32],"like":[33],"cancer,":[34],"and":[35,42,118,129,161,175],"eventually":[36],"develop":[37],"effective":[38],"measures":[39,61],"for":[40,173],"diagnosis":[41],"treatment.":[43],"high":[45],"dimensionality":[46],"data":[50],"poses":[51],"challenges":[52],"its":[54],"computational":[55],"analysis,":[56],"which":[57,80,111],"is":[58],"addressed":[59],"with":[60,144],"selection.":[64],"Traditional":[65],"selection":[67,132,147],"approaches":[68,97],"base":[69],"their":[70],"findings":[71],"on":[72,101],"statistical":[73],"analyses":[74],"actual":[77],"levels,":[79],"implies":[81],"several":[82],"drawbacks":[83],"when":[84],"it":[85],"comes":[86],"accurately":[88],"identifying":[89],"underlying":[91],"biological":[92,102],"processes.":[93],"In":[94],"turn,":[95],"integrative":[96,130],"include":[98],"curated":[99],"information":[100],"processes":[103],"from":[104],"external":[105,142,156,180],"knowledge":[106,143,157,181],"bases":[107],"during":[108],"selection,":[110,160],"promises":[112],"lead":[114],"better":[116],"interpretability":[117],"improved":[119],"predictive":[120],"performance.":[121],"Our":[122],"work":[123],"compares":[124],"performance":[126],"traditional":[128,145],"approaches.":[133,148],"Moreover,":[134],"we":[135],"propose":[136],"a":[137,151,170],"straightforward":[138],"approach":[139],"integrate":[141],"We":[149],"introduce":[150],"framework":[152,167],"enabling":[153],"automatic":[155],"integration,":[158],"evaluation.":[162],"Evaluation":[163],"results":[164],"prove":[165],"our":[166],"be":[169],"useful":[171],"tool":[172],"evaluation":[174],"show":[176],"that":[177],"integration":[178],"improves":[182],"overall":[183],"analysis":[184],"results.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
