{"id":"https://openalex.org/W2113466460","doi":"https://doi.org/10.1093/bioinformatics/btn175","title":"MicroRNA prediction with a novel ranking algorithm based on random walks","display_name":"MicroRNA prediction with a novel ranking algorithm based on random walks","publication_year":2008,"publication_date":"2008-06-27","ids":{"openalex":"https://openalex.org/W2113466460","doi":"https://doi.org/10.1093/bioinformatics/btn175","mag":"2113466460","pmid":"https://pubmed.ncbi.nlm.nih.gov/18586744"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btn175","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btn175","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/24/13/i50/49054386/bioinformatics_24_13_i50.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/24/13/i50/49054386/bioinformatics_24_13_i50.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100885320","display_name":"Yunpen Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yunpen Xu","raw_affiliation_strings":["1 Department of Computer Science and Engineering and 2Department of Genetics, Washington University, Saint Louis, MO, 63130, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Department of Computer Science and Engineering and 2Department of Genetics, Washington University, Saint Louis, MO, 63130, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109871626","display_name":"Xuefeng Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuefeng Zhou","raw_affiliation_strings":["1 Department of Computer Science and Engineering and 2Department of Genetics, Washington University, Saint Louis, MO, 63130, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Department of Computer Science and Engineering and 2Department of Genetics, Washington University, Saint Louis, MO, 63130, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068659777","display_name":"Weixiong Zhang","orcid":"https://orcid.org/0000-0002-4998-9791"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weixiong Zhang","raw_affiliation_strings":["1 Department of Computer Science and Engineering and 2Department of Genetics, Washington University, Saint Louis, MO, 63130, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Department of Computer Science and Engineering and 2Department of Genetics, Washington University, Saint Louis, MO, 63130, USA","institution_ids":["https://openalex.org/I204465549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100885320"],"corresponding_institution_ids":["https://openalex.org/I204465549"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":2.8068,"has_fulltext":true,"cited_by_count":79,"citation_normalized_percentile":{"value":0.91749956,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"24","issue":"13","first_page":"i50","last_page":"i58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.946399986743927,"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":0.946399986743927,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.007799999788403511,"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/T11765","display_name":"Circular RNAs in diseases","score":0.004000000189989805,"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/genome","display_name":"Genome","score":0.6681807637214661},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.6508156061172485},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.6100912094116211},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.5653179287910461},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4952506124973297},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.4493629038333893},{"id":"https://openalex.org/keywords/genome-project","display_name":"Genome project","score":0.4450150728225708},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.439997136592865},{"id":"https://openalex.org/keywords/anopheles-gambiae","display_name":"Anopheles gambiae","score":0.4387046694755554},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.416427880525589},{"id":"https://openalex.org/keywords/human-genome","display_name":"Human genome","score":0.414377361536026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36364424228668213},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.3180766701698303},{"id":"https://openalex.org/keywords/malaria","display_name":"Malaria","score":0.2054121494293213},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16539764404296875}],"concepts":[{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.6681807637214661},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.6508156061172485},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.6100912094116211},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5653179287910461},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4952506124973297},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.4493629038333893},{"id":"https://openalex.org/C89566754","wikidata":"https://www.wikidata.org/wiki/Q2273828","display_name":"Genome project","level":4,"score":0.4450150728225708},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.439997136592865},{"id":"https://openalex.org/C2776802408","wikidata":"https://www.wikidata.org/wiki/Q135237","display_name":"Anopheles gambiae","level":3,"score":0.4387046694755554},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.416427880525589},{"id":"https://openalex.org/C197077220","wikidata":"https://www.wikidata.org/wiki/Q720988","display_name":"Human genome","level":4,"score":0.414377361536026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36364424228668213},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.3180766701698303},{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.2054121494293213},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16539764404296875},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001483","descriptor_name":"Base Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001483","descriptor_name":"Base Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001483","descriptor_name":"Base Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","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}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btn175","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btn175","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/24/13/i50/49054386/bioinformatics_24_13_i50.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:18586744","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/18586744","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:2718653","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2718653","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btn175","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btn175","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/24/13/i50/49054386/bioinformatics_24_13_i50.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G105321889","display_name":null,"funder_award_id":"IIS-0535257","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4447294421","display_name":"Mechanistic heuristic problem solving and heuristic search algorithms that exploit phase transitions and backbones","funder_award_id":"0535257","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306219","display_name":"Alzheimer's Association","ror":"https://ror.org/0375f4d26"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2113466460.pdf","grobid_xml":"https://content.openalex.org/works/W2113466460.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W144423133","https://openalex.org/W1485718738","https://openalex.org/W1490760466","https://openalex.org/W1660390307","https://openalex.org/W1920564293","https://openalex.org/W1969118015","https://openalex.org/W1970898039","https://openalex.org/W1976909997","https://openalex.org/W1984780475","https://openalex.org/W1997413633","https://openalex.org/W2001067717","https://openalex.org/W2005557141","https://openalex.org/W2039326914","https://openalex.org/W2044131517","https://openalex.org/W2047529648","https://openalex.org/W2048603557","https://openalex.org/W2051663161","https://openalex.org/W2063317473","https://openalex.org/W2093213907","https://openalex.org/W2098044747","https://openalex.org/W2099660828","https://openalex.org/W2103250001","https://openalex.org/W2106144124","https://openalex.org/W2110525565","https://openalex.org/W2112192177","https://openalex.org/W2119013116","https://openalex.org/W2124007301","https://openalex.org/W2124268899","https://openalex.org/W2127253105","https://openalex.org/W2131674459","https://openalex.org/W2131791003","https://openalex.org/W2136504847","https://openalex.org/W2140446903","https://openalex.org/W2149009156","https://openalex.org/W2151922790","https://openalex.org/W2156852055","https://openalex.org/W2157039533","https://openalex.org/W2160069833","https://openalex.org/W2161283857","https://openalex.org/W2166349011","https://openalex.org/W2169741121","https://openalex.org/W2171139781","https://openalex.org/W2487982052","https://openalex.org/W2971150588","https://openalex.org/W3044755505","https://openalex.org/W4212941976","https://openalex.org/W6679655593","https://openalex.org/W6680140577"],"related_works":["https://openalex.org/W2247766769","https://openalex.org/W2295325708","https://openalex.org/W2395068850","https://openalex.org/W2784408333","https://openalex.org/W2187917240","https://openalex.org/W2366650996","https://openalex.org/W3030077934","https://openalex.org/W4254689795","https://openalex.org/W2319942811","https://openalex.org/W2259938310"],"abstract_inverted_index":{"UNLABELLED:":[0],"MicroRNA":[1],"(miRNAs)":[2],"play":[3],"essential":[4],"roles":[5],"in":[6,10,25,32,100,172,183,204,230],"post-transcriptional":[7],"gene":[8],"regulation":[9],"animals":[11],"and":[12,52,74,119],"plants.":[13],"Several":[14],"existing":[15,89],"computational":[16,40],"approaches":[17],"have":[18,69,78],"been":[19,71],"developed":[20],"to":[21,57,168,222],"complement":[22],"experimental":[23,220],"methods":[24,41,90],"discovery":[26],"of":[27,46,61,76,181,192],"miRNAs":[28,48,99,106,151,171,200,214],"that":[29,189,201],"express":[30],"restrictively":[31],"specific":[33],"environmental":[34],"conditions":[35],"or":[36,94],"cell":[37],"types.":[38],"These":[39,211],"require":[42],"a":[43,79,86,110,121,146,157],"sufficient":[44],"number":[45,60],"characterized":[47,83],"as":[49,152],"training":[50],"samples,":[51,153],"rely":[53],"on":[54,128,141,232],"genome":[55],"annotation":[56],"reduce":[58],"the":[59,88,177,193],"predicted":[62],"putative":[63,195,213],"miRNAs.":[64,84],"However,":[65],"most":[66,178],"sequenced":[67],"genomes":[68,108],"not":[70,92],"well":[72],"annotated":[73],"many":[75],"them":[77],"very":[80,147],"few":[81,111,148],"experimentally":[82],"As":[85],"result,":[87],"are":[91,202,215],"effective":[93],"even":[95],"feasible":[96],"for":[97,218],"identifying":[98,105],"these":[101],"genomes.":[102],"Aiming":[103],"at":[104,205],"from":[107],"with":[109],"known":[112,149],"miRNA":[113,123,196],"and/or":[114],"little":[115],"annotation,":[116],"we":[117],"propose":[118],"develop":[120],"novel":[122],"prediction":[124,158],"method,":[125],"miRank,":[126],"based":[127,133],"our":[129,139,154,166],"new":[130],"random":[131],"walks-":[132],"ranking":[134],"algorithm.":[135],"We":[136,163],"first":[137],"tested":[138],"method":[140,155,167],"Homo":[142],"sapiens":[143],"genome;":[144],"using":[145],"human":[150],"achieved":[156],"accuracy":[159],"greater":[160],"than":[161],"95%.":[162],"then":[164],"applied":[165],"predict":[169],"200":[170,194],"Anopheles":[173],"gambiae,":[174],"which":[175],"is":[176,228,238],"important":[179],"vector":[180],"malaria":[182,224],"Africa.":[184],"Our":[185],"further":[186,219],"study":[187,221],"showed":[188],"78":[190],"out":[191],"precursors":[197],"encode":[198],"mature":[199],"conserved":[203,212],"least":[206],"one":[207],"other":[208],"animal":[209],"species.":[210],"good":[216],"candidates":[217],"understand":[223],"infection.":[225],"AVAILABILITY:":[226],"MiRank":[227],"programmed":[229],"Matlab":[231],"Windows":[233],"platform.":[234],"The":[235],"source":[236],"code":[237],"available":[239],"upon":[240],"request.":[241]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":8}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
