{"id":"https://openalex.org/W2962928958","doi":"https://doi.org/10.1371/journal.pcbi.1007209","title":"Ensemble of decision tree reveals potential miRNA-disease associations","display_name":"Ensemble of decision tree reveals potential miRNA-disease associations","publication_year":2019,"publication_date":"2019-07-22","ids":{"openalex":"https://openalex.org/W2962928958","doi":"https://doi.org/10.1371/journal.pcbi.1007209","mag":"2962928958","pmid":"https://pubmed.ncbi.nlm.nih.gov/31329575"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1007209","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007209","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007209&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007209&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036210249","display_name":"Xing Chen","orcid":"https://orcid.org/0000-0001-9028-5342"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xing Chen","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9028-5342","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082743227","display_name":"Chi-Chi Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chi-Chi Zhu","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8150-4785","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040628447","display_name":"Jun Yin","orcid":"https://orcid.org/0000-0002-9085-3925"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yin","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036210249"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":11.2884,"has_fulltext":true,"cited_by_count":210,"citation_normalized_percentile":{"value":0.99283049,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"15","issue":"7","first_page":"e1007209","last_page":"e1007209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":1.0,"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":1.0,"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":0.9998000264167786,"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":0.9987000226974487,"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/decision-tree","display_name":"Decision tree","score":0.6140114068984985},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.43197494745254517},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4194830656051636},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.40716350078582764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3424796164035797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21278086304664612},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14377641677856445}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6140114068984985},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.43197494745254517},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4194830656051636},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.40716350078582764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3424796164035797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21278086304664612},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14377641677856445},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":"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":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000235","qualifier_name":"genetics","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":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1371/journal.pcbi.1007209","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007209","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007209&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:31329575","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31329575","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:doaj.org/article:249dba5ea76146ba8de01984600d990b","is_oa":true,"landing_page_url":"https://doaj.org/article/249dba5ea76146ba8de01984600d990b","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":"PLoS Computational Biology, Vol 15, Iss 7, p e1007209 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5631640","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6675125","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1007209","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007209","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007209&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4376950261","display_name":null,"funder_award_id":"61772531","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2962928958.pdf","grobid_xml":"https://content.openalex.org/works/W2962928958.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W14098964","https://openalex.org/W1436642346","https://openalex.org/W1967087625","https://openalex.org/W1985439907","https://openalex.org/W1992588518","https://openalex.org/W2000946983","https://openalex.org/W2002995168","https://openalex.org/W2022732522","https://openalex.org/W2023061736","https://openalex.org/W2027461913","https://openalex.org/W2059382687","https://openalex.org/W2066604995","https://openalex.org/W2070571588","https://openalex.org/W2074549189","https://openalex.org/W2086809547","https://openalex.org/W2099534828","https://openalex.org/W2099567806","https://openalex.org/W2106029302","https://openalex.org/W2111112354","https://openalex.org/W2118814218","https://openalex.org/W2126619650","https://openalex.org/W2128768066","https://openalex.org/W2129158737","https://openalex.org/W2132694427","https://openalex.org/W2138041394","https://openalex.org/W2141222510","https://openalex.org/W2142937131","https://openalex.org/W2145361279","https://openalex.org/W2146292498","https://openalex.org/W2146563480","https://openalex.org/W2158135353","https://openalex.org/W2162674813","https://openalex.org/W2170730747","https://openalex.org/W2176846708","https://openalex.org/W2259538443","https://openalex.org/W2410390867","https://openalex.org/W2416873003","https://openalex.org/W2462108616","https://openalex.org/W2466628217","https://openalex.org/W2473876819","https://openalex.org/W2511620854","https://openalex.org/W2542498494","https://openalex.org/W2560222628","https://openalex.org/W2584926544","https://openalex.org/W2590032828","https://openalex.org/W2597632520","https://openalex.org/W2598821379","https://openalex.org/W2601934706","https://openalex.org/W2609468276","https://openalex.org/W2623060321","https://openalex.org/W2736584458","https://openalex.org/W2737198828","https://openalex.org/W2765950793","https://openalex.org/W2768833223","https://openalex.org/W2780777007","https://openalex.org/W2781525129","https://openalex.org/W2781702232","https://openalex.org/W2795540478","https://openalex.org/W2799307902","https://openalex.org/W2809363952","https://openalex.org/W2888358121","https://openalex.org/W2889976358","https://openalex.org/W2896829849","https://openalex.org/W2911989762","https://openalex.org/W3099000562","https://openalex.org/W6633658626"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W2082860237","https://openalex.org/W2119695867","https://openalex.org/W2130076355","https://openalex.org/W1990804418","https://openalex.org/W1993764875","https://openalex.org/W2046158694","https://openalex.org/W2788277189"],"abstract_inverted_index":{"In":[0,55,172],"recent":[1],"years,":[2],"increasing":[3],"associations":[4,25],"between":[5,168],"microRNAs":[6],"(miRNAs)":[7],"and":[8,33,48,83,103,110,132,149,170,187,206,232],"human":[9,46,216],"diseases":[10,47,217],"have":[11,27],"been":[12,28],"identified.":[13],"Based":[14],"on":[15,35,126],"accumulating":[16],"biological":[17],"data,":[18],"many":[19,121],"computational":[20,62,78],"models":[21],"for":[22,52,107,160,214],"potential":[23],"miRNA-disease":[24,88],"inference":[26],"developed,":[29],"which":[30,74],"saves":[31],"time":[32],"expenditure":[34],"experimental":[36,244],"studies,":[37],"making":[38],"great":[39],"contributions":[40],"to":[41,119,141,145,163],"researching":[42],"molecular":[43],"mechanism":[44],"of":[45,66,129,179,189,196,211,236],"developing":[49],"new":[50],"drugs":[51],"disease":[53],"treatment.":[54],"this":[56],"paper,":[57],"we":[58],"proposed":[59],"a":[60,77,221],"novel":[61],"method":[63],"named":[64],"Ensemble":[65],"Decision":[67],"Tree":[68],"based":[69,125],"MiRNA-Disease":[70],"Association":[71],"prediction":[72],"(EDTMDA),":[73],"innovatively":[75],"built":[76,118],"framework":[79],"integrating":[80],"ensemble":[81],"learning":[82,144],"dimensionality":[84,148],"reduction.":[85],"For":[86],"each":[87,142],"pair,":[89],"the":[90,97,108,152,203],"feature":[91,147],"vector":[92],"was":[93,139,158],"extracted":[94],"by":[95,243],"calculating":[96],"statistical":[98],"measures,":[99,102],"graph":[100],"theoretical":[101],"matrix":[104],"factorization":[105],"results":[106],"miRNA":[109],"disease,":[111],"respectively.":[112],"Then":[113],"multiple":[114],"base":[115,143],"learnings":[116],"were":[117,218,241],"yield":[120],"decision":[122],"trees":[123],"(DTs)":[124],"random":[127],"selection":[128],"negative":[130],"samples":[131],"miRNA/disease":[133],"features.":[134],"Particularly,":[135],"Principal":[136],"Components":[137],"Analysis":[138],"applied":[140],"reduce":[146],"hence":[150],"remove":[151],"noise":[153],"or":[154],"redundancy.":[155],"Average":[156],"strategy":[157],"adopted":[159],"these":[161],"DTs":[162],"get":[164],"final":[165],"association":[166],"scores":[167],"miRNAs":[169,240],"diseases.":[171],"model":[173],"performance":[174],"evaluation,":[175],"EDTMDA":[176],"showed":[177],"AUC":[178,188,195],"0.9309":[180],"in":[181,191,198,246],"global":[182],"leave-one-out":[183],"cross":[184,200],"validation":[185,201],"(LOOCV)":[186],"0.8524":[190],"local":[192],"LOOCV.":[193],"Additionally,":[194],"0.9192+/-0.0009":[197],"5-fold":[199],"proved":[202],"model's":[204],"reliability":[205],"stability.":[207],"Furthermore,":[208],"three":[209],"types":[210],"case":[212],"studies":[213],"four":[215],"implemented.":[219],"As":[220],"result,":[222],"94%":[223],"(Esophageal":[224],"Neoplasms),":[225,228],"86%":[226],"(Kidney":[227],"96%":[229],"(Breast":[230],"Neoplasms)":[231],"88%":[233],"(Carcinoma":[234],"Hepatocellular)":[235],"top":[237],"50":[238],"predicted":[239],"confirmed":[242],"evidences":[245],"literature.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":58},{"year":2021,"cited_by_count":35},{"year":2020,"cited_by_count":48},{"year":2019,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-04T09:04:59.091469","created_date":"2025-10-10T00:00:00"}
