{"id":"https://openalex.org/W3121093227","doi":"https://doi.org/10.1109/ijcb48548.2020.9304887","title":"A Progressive Stack Face-based Network for Detecting Diabetes Mellitus and Breast Cancer","display_name":"A Progressive Stack Face-based Network for Detecting Diabetes Mellitus and Breast Cancer","publication_year":2020,"publication_date":"2020-09-28","ids":{"openalex":"https://openalex.org/W3121093227","doi":"https://doi.org/10.1109/ijcb48548.2020.9304887","mag":"3121093227"},"language":"en","primary_location":{"id":"doi:10.1109/ijcb48548.2020.9304887","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcb48548.2020.9304887","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Joint Conference on Biometrics (IJCB)","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/A5091707052","display_name":"Jianhang Zhou","orcid":"https://orcid.org/0000-0002-2423-2311"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Jianhang Zhou","raw_affiliation_strings":["Department of Computer and Information Science, PAMI Research Group, University of Macau Avenida da Universidade, Taipa, Macau, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, PAMI Research Group, University of Macau Avenida da Universidade, Taipa, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348829","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0001-7041-643X"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["Department of Computer and Information Science, PAMI Research Group, University of Macau Avenida da Universidade, Taipa, Macau, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, PAMI Research Group, University of Macau Avenida da Universidade, Taipa, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048088901","display_name":"Bob Zhang","orcid":"https://orcid.org/0000-0003-2497-9519"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Bob Zhang","raw_affiliation_strings":["Department of Computer and Information Science, PAMI Research Group, University of Macau Avenida da Universidade, Taipa, Macau, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, PAMI Research Group, University of Macau Avenida da Universidade, Taipa, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091707052"],"corresponding_institution_ids":["https://openalex.org/I204512498"],"apc_list":null,"apc_paid":null,"fwci":0.2651,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65324845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9976999759674072,"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stack","display_name":"Stack (abstract data type)","score":0.6272274851799011},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5948116779327393},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.551552951335907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5504475831985474},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.4672562777996063},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3118724524974823},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3047342896461487},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.26113346219062805},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.0713953971862793}],"concepts":[{"id":"https://openalex.org/C9395851","wikidata":"https://www.wikidata.org/wiki/Q177929","display_name":"Stack (abstract data type)","level":2,"score":0.6272274851799011},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5948116779327393},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.551552951335907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5504475831985474},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.4672562777996063},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3118724524974823},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3047342896461487},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.26113346219062805},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0713953971862793},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcb48548.2020.9304887","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcb48548.2020.9304887","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Joint Conference on Biometrics (IJCB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8799999952316284}],"awards":[{"id":"https://openalex.org/G7829160424","display_name":null,"funder_award_id":"MYRG2019-00006-FST","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"}],"funders":[{"id":"https://openalex.org/F4320322841","display_name":"Universidade de Macau","ror":"https://ror.org/01r4q9n85"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W605727707","https://openalex.org/W1480376833","https://openalex.org/W1489537150","https://openalex.org/W1594031697","https://openalex.org/W1853900790","https://openalex.org/W1965555277","https://openalex.org/W1974874858","https://openalex.org/W2015660978","https://openalex.org/W2037991817","https://openalex.org/W2047738340","https://openalex.org/W2056132907","https://openalex.org/W2061011528","https://openalex.org/W2063350777","https://openalex.org/W2070493638","https://openalex.org/W2072128103","https://openalex.org/W2097599147","https://openalex.org/W2108361166","https://openalex.org/W2110798204","https://openalex.org/W2116717490","https://openalex.org/W2119821739","https://openalex.org/W2135757390","https://openalex.org/W2145023731","https://openalex.org/W2145940431","https://openalex.org/W2150796457","https://openalex.org/W2158275940","https://openalex.org/W2163605009","https://openalex.org/W2327209804","https://openalex.org/W2519597991","https://openalex.org/W2591379246","https://openalex.org/W2614967245","https://openalex.org/W2738527551","https://openalex.org/W2886435121","https://openalex.org/W2889636411","https://openalex.org/W2911964244","https://openalex.org/W2949980035","https://openalex.org/W4231109964","https://openalex.org/W4232478844","https://openalex.org/W4238530616","https://openalex.org/W4239510810","https://openalex.org/W4242841269","https://openalex.org/W4254209755","https://openalex.org/W4297957988","https://openalex.org/W6607259140","https://openalex.org/W6638896900","https://openalex.org/W6676481782","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2380576232","https://openalex.org/W2937054111","https://openalex.org/W2066223521","https://openalex.org/W2013178899","https://openalex.org/W373327546","https://openalex.org/W2321534397","https://openalex.org/W2058958858","https://openalex.org/W2148243540","https://openalex.org/W2077601556","https://openalex.org/W2033585637"],"abstract_inverted_index":{"Currently,":[0],"diabetes":[1,82,108],"mellitus":[2,83],"and":[3,41,84,112],"breast":[4,85,110],"cancer":[5,86],"have":[6],"become":[7],"more":[8],"widespread":[9],"than":[10],"ever":[11],"before.":[12],"Those":[13],"suffering":[14],"from":[15,34,64,132],"these":[16],"two":[17],"types":[18],"of":[19,44,49,67,175,181],"diseases":[20],"usually":[21],"need":[22],"a":[23,42,97,122,125,133,179],"blood":[24],"test":[25],"or":[26,32],"biopsy,":[27],"where":[28],"both":[29,81],"extract":[30],"fluids":[31],"tissues":[33],"the":[35,47,61,65,68,138,151,157,162],"human":[36],"body,":[37],"which":[38,177],"brings":[39],"pain":[40],"sense":[43],"discomfort.":[45],"With":[46],"rise":[48],"medical":[50],"biometrics,":[51],"it":[52,71],"is":[53,72,129,140],"possible":[54],"to":[55,60,75,103,160],"perform":[56,77,104,119],"non-invasive":[57],"detection":[58,79],"according":[59],"biometric":[62],"identifiers":[63],"face":[66],"patients.":[69],"However,":[70],"still":[73],"difficult":[74],"simultaneously":[76],"disease":[78],"on":[80,107],"accurately.":[87],"To":[88,118],"resolve":[89],"this":[90,93],"issue,":[91],"in":[92,121,156],"paper,":[94],"we":[95],"propose":[96],"progressive":[98,123],"stack":[99],"face-based":[100],"network":[101],"(PF-Net)":[102],"multi-class":[105],"classification":[106,158,182],"mellitus,":[109],"cancer,":[111],"healthy":[113],"control":[114],"using":[115],"facial":[116,127],"information.":[117],"diagnosis":[120],"way,":[124],"latent":[126],"representation":[128,139],"first":[130],"generated":[131],"stacked":[134],"sparse":[135],"autoencoder.":[136],"Later,":[137],"fed":[141],"into":[142],"an":[143,172],"ensemble":[144],"layer":[145,159],"containing":[146],"several":[147],"classifiers.":[148],"Finally,":[149],"only":[150],"effective":[152],"classifiers":[153],"are":[154],"activated":[155],"make":[161],"final":[163],"decision.":[164],"The":[165],"experiments":[166],"showed":[167],"our":[168],"proposed":[169],"method":[170],"achieved":[171],"overall":[173],"Accuracy":[174],"92.94%,":[176],"outperforms":[178],"number":[180],"methods.":[183]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}