{"id":"https://openalex.org/W4399658874","doi":"https://doi.org/10.1145/3641584.3641652","title":"Monkeypox Detection based on MIRNET-v2 and Transfer Learning","display_name":"Monkeypox Detection based on MIRNET-v2 and Transfer Learning","publication_year":2023,"publication_date":"2023-09-22","ids":{"openalex":"https://openalex.org/W4399658874","doi":"https://doi.org/10.1145/3641584.3641652"},"language":"en","primary_location":{"id":"doi:10.1145/3641584.3641652","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641584.3641652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Artificial Intelligence and Pattern Recognition (AIPR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5065691474","display_name":"Xiaoyin Wang","orcid":"https://orcid.org/0000-0001-6091-5024"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyin Wang","raw_affiliation_strings":["Department of Software Engineering, Xi'an University of Posts and Telecommunications, China"],"raw_orcid":"https://orcid.org/0000-0001-6091-5024","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Xi'an University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wenao Li","orcid":"https://orcid.org/0009-0001-7485-5824"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenao Li","raw_affiliation_strings":["Big Data Technology and Engineering, Xi'an University of Posts and Telecommunications, China"],"raw_orcid":"https://orcid.org/0009-0001-7485-5824","affiliations":[{"raw_affiliation_string":"Big Data Technology and Engineering, Xi'an University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I4210136859"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210136859"],"apc_list":null,"apc_paid":null,"fwci":1.3436,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85179253,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"458","last_page":"464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9624999761581421,"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"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9624999761581421,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.957099974155426,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.95660001039505,"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/monkeypox","display_name":"Monkeypox","score":0.8463758230209351},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5762988924980164},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5693953037261963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38300153613090515}],"concepts":[{"id":"https://openalex.org/C2778011067","wikidata":"https://www.wikidata.org/wiki/Q382370","display_name":"Monkeypox","level":5,"score":0.8463758230209351},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5762988924980164},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5693953037261963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38300153613090515},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C40767141","wikidata":"https://www.wikidata.org/wiki/Q285697","display_name":"Recombinant DNA","level":3,"score":0.0},{"id":"https://openalex.org/C2781356689","wikidata":"https://www.wikidata.org/wiki/Q1986297","display_name":"Vaccinia","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641584.3641652","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641584.3641652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Artificial Intelligence and Pattern Recognition (AIPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1676314349","https://openalex.org/W1999478155","https://openalex.org/W2319900277","https://openalex.org/W2770587522","https://openalex.org/W4241047495","https://openalex.org/W4246252528","https://openalex.org/W4302349195","https://openalex.org/W6695661434","https://openalex.org/W6776797670"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2031710541","https://openalex.org/W4312205156","https://openalex.org/W4378651324","https://openalex.org/W4311511477","https://openalex.org/W4389060959","https://openalex.org/W2943342539","https://openalex.org/W4378807269","https://openalex.org/W3123837699"],"abstract_inverted_index":{"At":[0],"present,":[1],"the":[2,14,27,31,48,66,74,77,85,91,96,100,112,118,132,170],"infectious":[3],"disease":[4],"caused":[5],"by":[6],"monkeypox":[7,127,188],"virus":[8],"is":[9,108],"spreading":[10],"rapidly":[11],"all":[12],"over":[13],"world.":[15],"In":[16,104],"order":[17],"to":[18,72,89,110,163,183],"diagnose":[19],"it":[20],"quickly":[21],"and":[22,24,61,65,149,156],"accurately":[23],"then":[25],"block":[26],"transmission":[28],"chain":[29],"of":[30,51,99,115,121,139],"epidemic,":[32],"this":[33,140,174],"paper":[34,175],"proposes":[35],"an":[36],"improved":[37],"transfer":[38,67,86,101],"learning":[39,55,68,87,102,123,166],"method":[40,69,141,171],"based":[41],"on":[42],"MIRNet-v2":[43,78],"image":[44,79],"enhancement":[45,80],"model.":[46,103,124],"Firstly,":[47],"network":[49],"structure":[50],"five":[52],"different":[53],"deep":[54,122,165],"models,":[56],"ResNet50,":[57],"ResNet101,":[58,143],"AlexNet,":[59],"VGG19":[60],"VGG16,":[62],"was":[63,70,82,129,142],"adjusted,":[64],"used":[71,109,130],"pre-train":[73],"models.":[75],"Secondly,":[76],"model":[81,88,92,107,138],"combined":[83],"with":[84],"improve":[90],"performance":[93,137],"without":[94],"reducing":[95],"training":[97,116,167],"speed":[98],"addition,":[105],"LIME":[106],"explain":[111],"internal":[113],"principle":[114],"for":[117,180,187],"black":[119],"box":[120],"The":[125,135],"\u201cMonkeypox2022\u201d":[126],"dataset":[128],"as":[131],"experimental":[133],"dataset.":[134],"optimal":[136],"whose":[144],"accuracy,":[145],"precision,":[146],"recall":[147],"rate":[148],"F1":[150],"value":[151],"reached":[152],"84.14%,":[153],"81.75%,":[154],"81.86%":[155],"81.31%,":[157],"respectively.":[158],"These":[159],"data":[160],"are":[161],"superior":[162],"standard":[164],"methods,":[168],"so":[169],"proposed":[172],"in":[173],"provides":[176],"a":[177],"feasible":[178],"protocol":[179],"health":[181],"personnel":[182],"conduct":[184],"mass":[185],"screening":[186],"virus.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}