{"id":"https://openalex.org/W3164847225","doi":"https://doi.org/10.1109/ssd52085.2021.9429451","title":"MicroRNA expression classification for human disease prediction","display_name":"MicroRNA expression classification for human disease prediction","publication_year":2021,"publication_date":"2021-03-22","ids":{"openalex":"https://openalex.org/W3164847225","doi":"https://doi.org/10.1109/ssd52085.2021.9429451","mag":"3164847225"},"language":"en","primary_location":{"id":"doi:10.1109/ssd52085.2021.9429451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd52085.2021.9429451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)","raw_type":"proceedings-article"},"type":"article","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/A5079821883","display_name":"Ines Slimene","orcid":"https://orcid.org/0000-0003-0542-1202"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]},{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Ines Slimene","raw_affiliation_strings":["SITI Laboratory, National School of Engineers of Tunis, University of Tunis El Manar,Electrical Engineering Department,Tunis,Tunisia"],"affiliations":[{"raw_affiliation_string":"SITI Laboratory, National School of Engineers of Tunis, University of Tunis El Manar,Electrical Engineering Department,Tunis,Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049558659","display_name":"Imen Messaoudi","orcid":"https://orcid.org/0000-0003-0318-0150"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Imen Messaoudi","raw_affiliation_strings":["Higher Institute of Information Technologies and Communications, University of Carthage,Industrial Computing Department,Tunis,Tunisia"],"affiliations":[{"raw_affiliation_string":"Higher Institute of Information Technologies and Communications, University of Carthage,Industrial Computing Department,Tunis,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051358219","display_name":"Afef Elloumi","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Afef Elloumi","raw_affiliation_strings":["National School of Engineers of Carthage, University of Carthage,Electrical Engineering Department,Tunis,Tunisia"],"affiliations":[{"raw_affiliation_string":"National School of Engineers of Carthage, University of Carthage,Electrical Engineering Department,Tunis,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063621759","display_name":"Zied Lachiri","orcid":"https://orcid.org/0000-0002-1289-5089"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]},{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Zied lachiri","raw_affiliation_strings":["SITI Laboratory, National School of Engineers of Tunis, University of Tunis El Manar,Electrical Engineering Department,Tunis,Tunisia"],"affiliations":[{"raw_affiliation_string":"SITI Laboratory, National School of Engineers of Tunis, University of Tunis El Manar,Electrical Engineering Department,Tunis,Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079821883"],"corresponding_institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.04838521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1209","last_page":"1214"},"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9986000061035156,"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/T11765","display_name":"Circular RNAs in diseases","score":0.992900013923645,"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/microrna","display_name":"microRNA","score":0.7951890230178833},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7538466453552246},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6501389145851135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6307691335678101},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6050068736076355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6014499664306641},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5676831603050232},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.559791624546051},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5212029218673706},{"id":"https://openalex.org/keywords/human-disease","display_name":"Human disease","score":0.46961647272109985},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4305555522441864},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3881475329399109},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2337581217288971},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17949220538139343},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17792925238609314},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10770875215530396},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.0760435163974762}],"concepts":[{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.7951890230178833},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7538466453552246},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6501389145851135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6307691335678101},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6050068736076355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6014499664306641},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5676831603050232},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.559791624546051},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5212029218673706},{"id":"https://openalex.org/C2988867146","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Human disease","level":3,"score":0.46961647272109985},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4305555522441864},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3881475329399109},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2337581217288971},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17949220538139343},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17792925238609314},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10770875215530396},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0760435163974762},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssd52085.2021.9429451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd52085.2021.9429451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W32204808","https://openalex.org/W1967903496","https://openalex.org/W1985712316","https://openalex.org/W2027514285","https://openalex.org/W2071357012","https://openalex.org/W2084134149","https://openalex.org/W2115163853","https://openalex.org/W2130556178","https://openalex.org/W2130695501","https://openalex.org/W2156909104","https://openalex.org/W2158111346","https://openalex.org/W2164194749","https://openalex.org/W2795191256","https://openalex.org/W2923922207","https://openalex.org/W3017143921","https://openalex.org/W3021020002","https://openalex.org/W4239944110","https://openalex.org/W6675751002"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W2737319532","https://openalex.org/W4392896533","https://openalex.org/W2062945643","https://openalex.org/W2050308539","https://openalex.org/W3151405604","https://openalex.org/W4241694095","https://openalex.org/W24088285","https://openalex.org/W2057742104","https://openalex.org/W4283692078"],"abstract_inverted_index":{"Recent":[0],"research":[1],"has":[2],"shown":[3],"that":[4],"microRNA":[5,35],"plays":[6],"an":[7],"important":[8],"role":[9],"in":[10],"human":[11],"disease":[12],"specification.":[13],"Study":[14],"of":[15,23,32],"miRNA":[16,53,72],"expression":[17,36],"helps":[18],"to":[19,26,48,90],"accelerate":[20],"the":[21,50],"diagnosis":[22],"diseases":[24,33],"and":[25,54,87],"anticipate":[27],"treatment.":[28],"However":[29],"experimental":[30],"identification":[31],"from":[34,67,94],"such":[37,83],"as":[38,84],"RPM":[39,96],"poses":[40],"difficulties.":[41],"Nowadays,":[42],"we":[43,57,77],"haven't":[44],"enough":[45],"bioinformatics":[46],"algorithm":[47],"predict":[49,91],"association":[51],"between":[52],"diseases.":[55],"Herein,":[56],"present":[58],"a":[59],"machine":[60,80],"learning":[61,81],"based":[62,70],"approach":[63],"for":[64],"distinguishing":[65],"patient":[66],"normal":[68],"person":[69],"on":[71],"expression.":[73],"In":[74],"this":[75],"paper,":[76],"compare":[78],"different":[79],"algorithms":[82],"SVM,":[85],"KNN":[86],"logistic":[88],"regression":[89],"infected":[92],"gene":[93],"miRNAs":[95],"values.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}