{"id":"https://openalex.org/W4390992055","doi":"https://doi.org/10.1109/bibm58861.2023.10385425","title":"miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis","display_name":"miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390992055","doi":"https://doi.org/10.1109/bibm58861.2023.10385425"},"language":"en","primary_location":{"id":"doi:10.1109/bibm58861.2023.10385425","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm58861.2023.10385425","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037317797","display_name":"Miray \u00dcnl\u00fc Yaz\u0131c\u0131","orcid":"https://orcid.org/0000-0001-8165-6164"},"institutions":[{"id":"https://openalex.org/I95293974","display_name":"Abdullah G\u00fcl University","ror":"https://ror.org/00zdyy359","country_code":"TR","type":"education","lineage":["https://openalex.org/I95293974"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Miray Unlu Yazici","raw_affiliation_strings":["Abdullah Gül University,Dept. of Bioengineering,Kayseri,Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abdullah Gül University,Dept. of Bioengineering,Kayseri,Turkey","institution_ids":["https://openalex.org/I95293974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060651495","display_name":"J. S. Marron","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. S. Marron","raw_affiliation_strings":["University of North Carolina,Dept. of Statistics and Operations Research,Chapel Hill,NC,USA","Dept. of Statistics and Operations Research, University of North Carolina, Chapel Hill, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina,Dept. of Statistics and Operations Research,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177"]},{"raw_affiliation_string":"Dept. of Statistics and Operations Research, University of North Carolina, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046915342","display_name":"Burcu Bak\u0131r-G\u00fcng\u00f6r","orcid":"https://orcid.org/0000-0002-2272-6270"},"institutions":[{"id":"https://openalex.org/I95293974","display_name":"Abdullah G\u00fcl University","ror":"https://ror.org/00zdyy359","country_code":"TR","type":"education","lineage":["https://openalex.org/I95293974"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Burcu Bakir-Gungor","raw_affiliation_strings":["Abdullah Gul University,Dept. of Computer Engineering,Kayseri,Turkey","Dept. of Computer Engineering, Abdullah Gul University, Kayseri, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abdullah Gul University,Dept. of Computer Engineering,Kayseri,Turkey","institution_ids":["https://openalex.org/I95293974"]},{"raw_affiliation_string":"Dept. of Computer Engineering, Abdullah Gul University, Kayseri, Turkey","institution_ids":["https://openalex.org/I95293974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091900270","display_name":"Malik Yousef","orcid":"https://orcid.org/0000-0001-8780-6303"},"institutions":[{"id":"https://openalex.org/I4210138950","display_name":"Zefat Academic College","ror":"https://ror.org/03syp5w68","country_code":"IL","type":"education","lineage":["https://openalex.org/I4210138950"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Malik Yousef","raw_affiliation_strings":["Zefat Academic College,Dept. of Information Systems,Zefat,Israel","Dept. of Information Systems, Zefat Academic College, Zefat, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zefat Academic College,Dept. of Information Systems,Zefat,Israel","institution_ids":["https://openalex.org/I4210138950"]},{"raw_affiliation_string":"Dept. of Information Systems, Zefat Academic College, Zefat, Israel","institution_ids":["https://openalex.org/I4210138950"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3234","last_page":"3240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10062","display_name":"MicroRNA in disease regulation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.9995999932289124,"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/T11482","display_name":"RNA modifications and cancer","score":0.9995999932289124,"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/computer-science","display_name":"Computer science","score":0.6702806353569031},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5690649151802063},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.5413349866867065},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4583091735839844},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34023019671440125},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3214758038520813},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.20101234316825867},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.172987699508667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6702806353569031},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5690649151802063},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.5413349866867065},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4583091735839844},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34023019671440125},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3214758038520813},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.20101234316825867},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.172987699508667},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm58861.2023.10385425","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm58861.2023.10385425","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1979900513","https://openalex.org/W2053537854","https://openalex.org/W2062396873","https://openalex.org/W2114104545","https://openalex.org/W2117968640","https://openalex.org/W2133289216","https://openalex.org/W2559588208","https://openalex.org/W2790295707","https://openalex.org/W2950595506","https://openalex.org/W2994954556","https://openalex.org/W2996933596","https://openalex.org/W3022700542","https://openalex.org/W3043629054","https://openalex.org/W3048293140","https://openalex.org/W3112859523","https://openalex.org/W3130229455","https://openalex.org/W3148785549","https://openalex.org/W3161753189","https://openalex.org/W3182911823","https://openalex.org/W4223626639","https://openalex.org/W4224243421","https://openalex.org/W4255156463","https://openalex.org/W4283455081","https://openalex.org/W4324378550","https://openalex.org/W6810884583"],"related_works":["https://openalex.org/W2737319532","https://openalex.org/W3151405604","https://openalex.org/W2565797512","https://openalex.org/W2050308539","https://openalex.org/W2793648706","https://openalex.org/W2188500270","https://openalex.org/W2303858293","https://openalex.org/W2057742104","https://openalex.org/W4283692078","https://openalex.org/W2025542119"],"abstract_inverted_index":{"High":[0],"throughput":[1],"-omics":[2],"technologies":[3],"facilitate":[4,103],"the":[5,27,81,91,109],"investigation":[6],"of":[7,10,40,94,96,105],"regulatory":[8],"mechanisms":[9],"complex":[11],"diseases.":[12],"Along":[13],"this":[14,33,63],"line,":[15],"scientists":[16],"develop":[17],"promising":[18],"tools":[19],"and":[20,29,43,57,77,101,126,137],"methods":[21],"to":[22,52],"extend":[23],"our":[24,124],"understanding":[25],"at":[26,144],"molecular":[28],"functional":[30],"levels.":[31],"To":[32],"end,":[34],"miRcorrNet":[35,71],"tool":[36,136],"performs":[37],"integrative":[38],"analysis":[39],"microRNA":[41],"(miRNA)":[42],"gene":[44],"expression":[45],"profiles":[46],"via":[47],"machine":[48],"learning":[49],"(ML)":[50],"approach":[51],"identify":[53],"significant":[54],"miRNA":[55,128],"groups":[56,97],"their":[58],"associated":[59],"target":[60],"genes.":[61],"In":[62],"study,":[64],"we":[65,122],"propose":[66],"miRcorrNetPro":[67,114,135],"tool,":[68,120],"which":[69],"extends":[70],"by":[72],"tracking":[73],"group":[74],"scoring,":[75],"ranking":[76],"other":[78,139],"information":[79],"through":[80],"cross-validation":[82],"iterations.":[83],"Heatmap":[84],"visualizations":[85],"enable":[86],"deep":[87],"novel":[88],"insights":[89],"into":[90],"collective":[92],"behavior":[93],"clusters":[95],"in":[98],"cellular":[99],"signaling":[100],"hence":[102],"detection":[104],"potential":[106,127],"biomarkers":[107,129],"for":[108,130],"disease":[110],"under":[111],"investigation.":[112],"Although":[113],"is":[115],"designed":[116],"as":[117],"a":[118],"generic":[119],"here":[121],"present":[123],"findings":[125],"Breast":[131],"Cancer":[132],"(BRCA).":[133],"The":[134],"all":[138],"supplementary":[140],"files":[141],"are":[142],"available":[143],"https://github.com/Miray-Unlu/miRcorrNetPro.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}