{"id":"https://openalex.org/W4223634551","doi":"https://doi.org/10.1155/2022/9504055","title":"Disease Identification of Lentinus Edodes Sticks Based on Deep Learning Model","display_name":"Disease Identification of Lentinus Edodes Sticks Based on Deep Learning Model","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4223634551","doi":"https://doi.org/10.1155/2022/9504055"},"language":"en","primary_location":{"id":"doi:10.1155/2022/9504055","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/9504055","pdf_url":"https://downloads.hindawi.com/journals/complexity/2022/9504055.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2022/9504055.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089611129","display_name":"Dawei Zu","orcid":"https://orcid.org/0000-0003-2258-7650"},"institutions":[{"id":"https://openalex.org/I74485261","display_name":"Shandong Agricultural University","ror":"https://ror.org/02ke8fw32","country_code":"CN","type":"education","lineage":["https://openalex.org/I74485261"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Zu","raw_affiliation_strings":["School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China"],"raw_orcid":"https://orcid.org/0000-0003-2258-7650","affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China","institution_ids":["https://openalex.org/I74485261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043587277","display_name":"Feng Zhang","orcid":"https://orcid.org/0000-0001-5203-8180"},"institutions":[{"id":"https://openalex.org/I74485261","display_name":"Shandong Agricultural University","ror":"https://ror.org/02ke8fw32","country_code":"CN","type":"education","lineage":["https://openalex.org/I74485261"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhang","raw_affiliation_strings":["School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China"],"raw_orcid":"https://orcid.org/0000-0001-5203-8180","affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China","institution_ids":["https://openalex.org/I74485261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081491162","display_name":"Qiulan Wu","orcid":"https://orcid.org/0000-0002-2355-2874"},"institutions":[{"id":"https://openalex.org/I74485261","display_name":"Shandong Agricultural University","ror":"https://ror.org/02ke8fw32","country_code":"CN","type":"education","lineage":["https://openalex.org/I74485261"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiulan Wu","raw_affiliation_strings":["School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China"],"raw_orcid":"https://orcid.org/0000-0002-2355-2874","affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China","institution_ids":["https://openalex.org/I74485261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081729744","display_name":"Wenyan Wang","orcid":"https://orcid.org/0000-0001-6133-1733"},"institutions":[{"id":"https://openalex.org/I74485261","display_name":"Shandong Agricultural University","ror":"https://ror.org/02ke8fw32","country_code":"CN","type":"education","lineage":["https://openalex.org/I74485261"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyan Wang","raw_affiliation_strings":["School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China"],"raw_orcid":"https://orcid.org/0000-0001-6133-1733","affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China","institution_ids":["https://openalex.org/I74485261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013949095","display_name":"Zimeng Yang","orcid":"https://orcid.org/0000-0002-7730-231X"},"institutions":[{"id":"https://openalex.org/I74485261","display_name":"Shandong Agricultural University","ror":"https://ror.org/02ke8fw32","country_code":"CN","type":"education","lineage":["https://openalex.org/I74485261"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zimeng Yang","raw_affiliation_strings":["School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China"],"raw_orcid":"https://orcid.org/0000-0002-7730-231X","affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Shandong Agricultural University, Taian 271018, China","institution_ids":["https://openalex.org/I74485261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058422700","display_name":"Zhenpeng Hu","orcid":"https://orcid.org/0000-0002-8469-1683"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhengpeng Hu","raw_affiliation_strings":["Shandong Qihe Bio-Technology Limited Company, Zibo 255100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Qihe Bio-Technology Limited Company, Zibo 255100, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081491162"],"corresponding_institution_ids":["https://openalex.org/I74485261"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":1.7486,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84534079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2022","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9345999956130981,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lentinus","display_name":"Lentinus","score":0.9798821210861206},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7321276664733887},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4740866422653198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43290627002716064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3569697141647339},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21219724416732788},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.18896302580833435},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17097598314285278},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.06135892868041992},{"id":"https://openalex.org/keywords/mushroom","display_name":"Mushroom","score":0.04474887251853943}],"concepts":[{"id":"https://openalex.org/C2779220235","wikidata":"https://www.wikidata.org/wiki/Q2033960","display_name":"Lentinus","level":3,"score":0.9798821210861206},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7321276664733887},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4740866422653198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43290627002716064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3569697141647339},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21219724416732788},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.18896302580833435},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17097598314285278},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.06135892868041992},{"id":"https://openalex.org/C2776474821","wikidata":"https://www.wikidata.org/wiki/Q83093","display_name":"Mushroom","level":2,"score":0.04474887251853943}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2022/9504055","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/9504055","pdf_url":"https://downloads.hindawi.com/journals/complexity/2022/9504055.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:9504055","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2022/9504055.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:dbbf49f632d448b9b1b46e32ff6a3f52","is_oa":true,"landing_page_url":"https://doaj.org/article/dbbf49f632d448b9b1b46e32ff6a3f52","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":"Complexity, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/9504055","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/9504055","pdf_url":"https://downloads.hindawi.com/journals/complexity/2022/9504055.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4223634551.pdf","grobid_xml":"https://content.openalex.org/works/W4223634551.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2149933564","https://openalex.org/W2165698076","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2473156356","https://openalex.org/W2549139847","https://openalex.org/W2779237383","https://openalex.org/W3100386317","https://openalex.org/W3116080608","https://openalex.org/W3121036318","https://openalex.org/W3132609265","https://openalex.org/W3142409709","https://openalex.org/W3150083517","https://openalex.org/W3167919718","https://openalex.org/W3169117630","https://openalex.org/W3194074702","https://openalex.org/W3197875103","https://openalex.org/W3200450977","https://openalex.org/W3202603867","https://openalex.org/W4299518610"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2383564910","https://openalex.org/W2353997692","https://openalex.org/W2383516839","https://openalex.org/W2358816929","https://openalex.org/W2359665268","https://openalex.org/W2919183885","https://openalex.org/W2350960671"],"abstract_inverted_index":{"Lentinus":[0,36,52,177],"edodes":[1,37,53,178],"sticks":[2,17,38],"are":[3],"susceptible":[4],"to":[5,24,96],"mold":[6,180],"infection":[7],"during":[8],"the":[9,61,67,71,74,90,98,111,115,128,144,158,165,168,171,174,188],"culture":[10],"process,":[11],"and":[12,21,66,132,140,143,161,182],"manual":[13],"identification":[14,175],"of":[15,51,70,76,89,102,114,164,170,176,190],"infected":[16,35],"is":[18,125],"heavy,":[19],"untimely,":[20],"inaccurate.":[22],"Aiming":[23],"solve":[25],"this":[26,28,119,154],"problem,":[27],"paper":[29,120,155],"proposes":[30],"a":[31,49],"method":[32,116,151],"for":[33,187],"identifying":[34],"based":[39,59],"on":[40,60,80],"improved":[41,150],"ResNeXt\u201050(32":[42,62,103],"\u00d7":[43,63,104],"4d)":[44,64],"deep":[45],"transfer":[46],"learning.":[47],"First,":[48],"dataset":[50],"stick":[54,179],"diseases":[55],"was":[56,83],"constructed.":[57],"Second,":[58],"model":[65,172],"pretraining":[68,77],"weight":[69,78],"ImageNet":[72],"dataset,":[73],"influence":[75],"parameters":[79],"recognition":[81,112],"accuracy":[82,113,169],"studied.":[84],"Finally,":[85],"six":[86],"fine\u2010tuning":[87],"strategies":[88],"fully":[91,99],"connected":[92,100],"layer":[93,101],"were":[94],"designed":[95],"modify":[97],"4d).":[105],"The":[106,149],"experimental":[107],"results":[108],"show":[109],"that":[110],"proposed":[117,152],"in":[118,153,173],"can":[121,146,156],"reach":[122,147],"94.27%,":[123],"which":[124],"higher":[126],"than":[127],"Vgg16,":[129],"GoogLeNet,":[130],"ResNet50,":[131],"MobileNet":[133],"v2":[134],"models":[135],"by":[136],"8.47%,":[137],"6.49%,":[138],"4.68%,":[139],"9.38%,":[141],"respectively,":[142],"F1\u2010score":[145],"0.9422.":[148],"reduce":[157],"calculation":[159],"pressure":[160],"overfitting":[162],"problem":[163],"model,":[166],"improve":[167],"diseases,":[181],"provide":[183],"an":[184],"effective":[185],"solution":[186],"selection":[189],"diseased":[191],"sticks.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
