{"id":"https://openalex.org/W4396829005","doi":"https://doi.org/10.1007/s11227-024-06159-w","title":"Intelligent detection method of microparticle virus in silkworm based on YOLOv8 improved algorithm","display_name":"Intelligent detection method of microparticle virus in silkworm based on YOLOv8 improved algorithm","publication_year":2024,"publication_date":"2024-05-10","ids":{"openalex":"https://openalex.org/W4396829005","doi":"https://doi.org/10.1007/s11227-024-06159-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-024-06159-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06159-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06159-w.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06159-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086751131","display_name":"Yinguang Zhang","orcid":"https://orcid.org/0000-0002-3274-0279"},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinguang Zhang","raw_affiliation_strings":["School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102944003","display_name":"Jianhuan Su","orcid":"https://orcid.org/0000-0002-7359-1417"},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]},{"id":"https://openalex.org/I4210161599","display_name":"Hechi University","ror":"https://ror.org/05pjkyk24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161599"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhuan Su","raw_affiliation_strings":["School of Artificial Intelligence and Manufacturing, Hechi University, Yizhou, 546300, China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Manufacturing, Hechi University, Yizhou, 546300, China","institution_ids":["https://openalex.org/I4210161599"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089778019","display_name":"Teng Wang","orcid":"https://orcid.org/0000-0003-3729-0139"},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Teng Wang","raw_affiliation_strings":["School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076360056","display_name":"Chuan Xu","orcid":"https://orcid.org/0000-0002-5320-2277"},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Xu","raw_affiliation_strings":["School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108054854","display_name":"Ao Yu","orcid":"https://orcid.org/0000-0002-4914-2224"},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Yu","raw_affiliation_strings":["School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545000, China","institution_ids":["https://openalex.org/I18570673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102944003"],"corresponding_institution_ids":["https://openalex.org/I18570673","https://openalex.org/I4210161599"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.9321,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85312389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"80","issue":"12","first_page":"18118","last_page":"18141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12047","display_name":"Viral Infections and Vectors","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12047","display_name":"Viral Infections and Vectors","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.9320999979972839,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.9319999814033508,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microparticle","display_name":"Microparticle","score":0.8426638841629028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48342883586883545},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40001624822616577},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3425644636154175},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2274259626865387},{"id":"https://openalex.org/keywords/chemical-engineering","display_name":"Chemical engineering","score":0.07797646522521973}],"concepts":[{"id":"https://openalex.org/C2777521759","wikidata":"https://www.wikidata.org/wiki/Q61186","display_name":"Microparticle","level":2,"score":0.8426638841629028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48342883586883545},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40001624822616577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3425644636154175},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2274259626865387},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.07797646522521973}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-024-06159-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06159-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06159-w.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11227-024-06159-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06159-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06159-w.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396829005.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1533309895","https://openalex.org/W1536680647","https://openalex.org/W1967691042","https://openalex.org/W1989909002","https://openalex.org/W2003465366","https://openalex.org/W2062829041","https://openalex.org/W2102605133","https://openalex.org/W2168181618","https://openalex.org/W2193145675","https://openalex.org/W2264581833","https://openalex.org/W2888396843","https://openalex.org/W2936113219","https://openalex.org/W2936525159","https://openalex.org/W2941624081","https://openalex.org/W2953106684","https://openalex.org/W2954930822","https://openalex.org/W2979983945","https://openalex.org/W2997747012","https://openalex.org/W3018790918","https://openalex.org/W3106250896","https://openalex.org/W3181538010","https://openalex.org/W3194700752","https://openalex.org/W4281962638","https://openalex.org/W4285809653","https://openalex.org/W4288562455","https://openalex.org/W4288640824","https://openalex.org/W4288804646","https://openalex.org/W4289752563","https://openalex.org/W4291805279","https://openalex.org/W4296058637","https://openalex.org/W4299545679","https://openalex.org/W4308889883","https://openalex.org/W4309225348","https://openalex.org/W4311144991","https://openalex.org/W4312470530","https://openalex.org/W4320487943","https://openalex.org/W4324382684","https://openalex.org/W4387541834","https://openalex.org/W6600013530","https://openalex.org/W6600137863","https://openalex.org/W6600424091","https://openalex.org/W6696711281"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2056698985","https://openalex.org/W2184487690","https://openalex.org/W2525619074","https://openalex.org/W1664986234","https://openalex.org/W2160230796","https://openalex.org/W4308713750","https://openalex.org/W2919513071","https://openalex.org/W1967476480"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"presence":[2],"of":[3,10,94,112,144],"microparticle":[4,30,104,137],"viruses":[5,31],"significantly":[6],"impacts":[7],"the":[8,60,72,78,91,95,99,109,113,127,149],"quality":[9],"silkworm":[11,22,136],"seeds":[12],"for":[13,28,154],"domestic":[14],"sericulture,":[15],"making":[16],"their":[17],"exclusion":[18],"from":[19],"detection":[20,132,142,161,170],"in":[21,32,63,71,90,134],"seed":[23],"production":[24],"crucial.":[25],"Traditional":[26],"methods":[27],"detecting":[29,135],"silkworms,":[33],"such":[34],"as":[35],"manual":[36],"microscopic":[37],"observation,":[38],"molecular":[39],"biology,":[40],"and":[41,46,163],"immunological":[42],"approaches,":[43],"are":[44],"cumbersome":[45],"unable":[47],"to":[48,80,102,116],"achieve":[49],"intelligent,":[50],"batch":[51],"real-time":[52],"detection.":[53],"To":[54],"address":[55],"this":[56,64],"challenge,":[57],"we":[58],"employ":[59],"YOLOv8":[61],"algorithm":[62,115],"paper.":[65],"Firstly,":[66],"NAM":[67],"attention":[68],"is":[69],"introduced":[70],"original":[73,96,114],"algorithm\u2019s":[74],"Backbone":[75],"component,":[76],"allowing":[77],"model":[79,129,150,158],"extract":[81],"more":[82,119],"generic":[83],"feature":[84],"information.":[85],"Secondly,":[86],"ODConv":[87],"replaces":[88],"Conv":[89],"Head":[92],"component":[93],"algorithm,":[97],"enhancing":[98],"model\u2019s":[100],"ability":[101],"identify":[103],"viruses.":[105],"Finally,":[106],"NWD-LOSS":[107],"modifies":[108],"CIoU":[110],"loss":[111],"obtain":[117],"a":[118],"accurate":[120],"prediction":[121],"box.":[122],"Experimental":[123],"results":[124],"demonstrate":[125],"that":[126],"NN-YOLOv8":[128],"outperforms":[130],"mainstream":[131],"algorithms":[133],"diseases.":[138],"With":[139],"an":[140],"average":[141],"time":[143],"22.6":[145],"milliseconds":[146],"per":[147],"image,":[148],"shows":[151],"promising":[152],"prospects":[153],"future":[155],"applications.":[156],"This":[157],"improvement":[159],"enhances":[160],"efficiency":[162],"reduces":[164],"human":[165],"resource":[166],"costs,":[167],"effectively":[168],"realizing":[169],"intelligence.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}