{"id":"https://openalex.org/W3004986815","doi":"https://doi.org/10.1109/bibm47256.2019.8983103","title":"A Crowdsourcing-based Medical Image Classification Method","display_name":"A Crowdsourcing-based Medical Image Classification Method","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3004986815","doi":"https://doi.org/10.1109/bibm47256.2019.8983103","mag":"3004986815"},"language":"en","primary_location":{"id":"doi:10.1109/bibm47256.2019.8983103","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","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/A5070538578","display_name":"Shuning He","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I1308199089","display_name":"Harbin University","ror":"https://ror.org/00ey9xa07","country_code":"CN","type":"education","lineage":["https://openalex.org/I1308199089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuning He","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","institution_ids":["https://openalex.org/I100188998","https://openalex.org/I1308199089","https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013527762","display_name":"Haiwei Pan","orcid":"https://orcid.org/0000-0001-9297-5662"},"institutions":[{"id":"https://openalex.org/I1308199089","display_name":"Harbin University","ror":"https://ror.org/00ey9xa07","country_code":"CN","type":"education","lineage":["https://openalex.org/I1308199089"]},{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiwei Pan","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","institution_ids":["https://openalex.org/I100188998","https://openalex.org/I1308199089","https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037347224","display_name":"Shengnan Zhao","orcid":"https://orcid.org/0000-0001-6883-9724"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I1308199089","display_name":"Harbin University","ror":"https://ror.org/00ey9xa07","country_code":"CN","type":"education","lineage":["https://openalex.org/I1308199089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengnan Zhao","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","institution_ids":["https://openalex.org/I100188998","https://openalex.org/I1308199089","https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058935937","display_name":"Chunling Chen","orcid":"https://orcid.org/0000-0001-5734-9201"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I1308199089","display_name":"Harbin University","ror":"https://ror.org/00ey9xa07","country_code":"CN","type":"education","lineage":["https://openalex.org/I1308199089"]},{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunling Chen","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","institution_ids":["https://openalex.org/I100188998","https://openalex.org/I1308199089","https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020015120","display_name":"Xiaofei Bian","orcid":"https://orcid.org/0000-0001-6083-8006"},"institutions":[{"id":"https://openalex.org/I1308199089","display_name":"Harbin University","ror":"https://ror.org/00ey9xa07","country_code":"CN","type":"education","lineage":["https://openalex.org/I1308199089"]},{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Bian","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University,Harbin,Peoples Republic of China","institution_ids":["https://openalex.org/I100188998","https://openalex.org/I1308199089","https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, Peoples Republic of China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070538578"],"corresponding_institution_ids":["https://openalex.org/I100188998","https://openalex.org/I1308199089","https://openalex.org/I151727225"],"apc_list":null,"apc_paid":null,"fwci":0.3009,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70000529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1492","last_page":"1499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9491000175476074,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9319999814033508,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9779294729232788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7633051872253418},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6554185152053833},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5994912981987},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5134640336036682},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4968095123767853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4703766703605652},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4671914577484131},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4505586326122284},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.4479868710041046},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.42281556129455566},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06515011191368103}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9779294729232788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7633051872253418},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6554185152053833},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5994912981987},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5134640336036682},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4968095123767853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4703766703605652},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4671914577484131},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4505586326122284},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.4479868710041046},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.42281556129455566},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06515011191368103},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm47256.2019.8983103","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":27,"referenced_works":["https://openalex.org/W1942954136","https://openalex.org/W2024459921","https://openalex.org/W2078503914","https://openalex.org/W2117016915","https://openalex.org/W2294346744","https://openalex.org/W2526439258","https://openalex.org/W2584427494","https://openalex.org/W2753710297","https://openalex.org/W2767376036","https://openalex.org/W2785616728","https://openalex.org/W2792201972","https://openalex.org/W2807747798","https://openalex.org/W2904910159","https://openalex.org/W2916845318","https://openalex.org/W2924304430","https://openalex.org/W2929884019","https://openalex.org/W2949314077","https://openalex.org/W2949551779","https://openalex.org/W2954434879","https://openalex.org/W2954804475","https://openalex.org/W2961258356","https://openalex.org/W2962736975","https://openalex.org/W6640403378","https://openalex.org/W6697307667","https://openalex.org/W6748107027","https://openalex.org/W6752438565","https://openalex.org/W7065257856"],"related_works":["https://openalex.org/W1975547468","https://openalex.org/W2804627982","https://openalex.org/W2001679188","https://openalex.org/W4205493345","https://openalex.org/W2196068029","https://openalex.org/W2016342027","https://openalex.org/W2888859519","https://openalex.org/W1538678705","https://openalex.org/W2310826128","https://openalex.org/W2974328778"],"abstract_inverted_index":{"The":[0],"main":[1],"task":[2],"of":[3,112,135],"medical":[4,11,141,143,159],"image":[5,12,15,44,101,144,160],"mining":[6],"is":[7,49,91],"to":[8,102,132,149],"effectively":[9],"analyze":[10],"data.":[13],"Medical":[14],"classification":[16,61,73,106,145],"algorithms":[17,74],"have":[18],"a":[19,33,54,81,88,103,155],"high":[20],"error":[21],"rate":[22],"near":[23],"the":[24,28,30,64,70,110,133,136],"threshold.":[25],"To":[26,108],"address":[27],"problem,":[29],"paper":[31,116,153],"adopts":[32],"hybrid":[34,47],"approach":[35],"which":[36,51],"combines":[37],"computers":[38],"algorithm":[39,97],"and":[40],"crowdsourcing":[41,104,113,137,156],"system":[42],"for":[43,139,158],"classification.":[45,161],"A":[46],"framework":[48],"proposed,":[50],"can":[52],"achieve":[53],"higher":[55],"accuracy":[56],"significantly":[57],"than":[58],"only":[59,68],"use":[60],"algorithms.":[62],"At":[63],"same":[65],"time,":[66],"it":[67,79],"processes":[69],"images":[71],"that":[72,98],"perform":[75],"not":[76],"well,":[77],"so":[78,151],"has":[80],"lower":[82],"monetary":[83],"cost.":[84],"In":[85],"this":[86,115,152],"framework,":[87],"range":[89],"threshold":[90],"generated":[92],"by":[93],"using":[94],"an":[95,100],"efficient":[96],"assigns":[99],"or":[105],"algorithm.":[107],"ensure":[109],"quality":[111],"answers,":[114],"presents":[117],"two":[118],"worker":[119],"models,":[120],"Worker":[121,126],"Quality":[122],"Evaluation":[123],"Model":[124],"(WQEM)and":[125],"Performance":[127],"Prediction":[128],"Model(WPPM)":[129],"respectively.":[130],"Due":[131],"lack":[134],"platform":[138,157],"processing":[140],"information,":[142],"results":[146],"are":[147],"difficult":[148],"collect,":[150],"proposed":[154]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}