{"id":"https://openalex.org/W4286111228","doi":"https://doi.org/10.1145/3526194","title":"LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare","display_name":"LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare","publication_year":2022,"publication_date":"2022-07-21","ids":{"openalex":"https://openalex.org/W4286111228","doi":"https://doi.org/10.1145/3526194"},"language":"en","primary_location":{"id":"doi:10.1145/3526194","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3526194","pdf_url":null,"source":{"id":"https://openalex.org/S170502224","display_name":"ACM Transactions on Sensor Networks","issn_l":"1550-4859","issn":["1550-4859","1550-4867"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Sensor Networks","raw_type":"journal-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/A5083510126","display_name":"Kehua Guo","orcid":"https://orcid.org/0000-0003-4143-6399"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kehua Guo","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, China"],"raw_orcid":"https://orcid.org/0000-0003-4143-6399","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045560488","display_name":"Feihong Zhu","orcid":"https://orcid.org/0000-0001-5446-7528"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feihong Zhu","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, China"],"raw_orcid":"https://orcid.org/0000-0001-5446-7528","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055675863","display_name":"Xiaokang Zhou","orcid":"https://orcid.org/0000-0003-3488-4679"},"institutions":[{"id":"https://openalex.org/I171494771","display_name":"Shiga University","ror":"https://ror.org/01vvhy971","country_code":"JP","type":"education","lineage":["https://openalex.org/I171494771"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xiaokang Zhou","raw_affiliation_strings":["Faculty of Data Science, Shiga University, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3488-4679","affiliations":[{"raw_affiliation_string":"Faculty of Data Science, Shiga University, Japan","institution_ids":["https://openalex.org/I171494771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101869216","display_name":"Lingyan Zhang","orcid":"https://orcid.org/0000-0003-4191-9059"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyan Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, China"],"raw_orcid":"https://orcid.org/0000-0003-4191-9059","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365563","display_name":"Yifei Wang","orcid":"https://orcid.org/0000-0001-6493-0520"},"institutions":[{"id":"https://openalex.org/I2800556661","display_name":"China Tobacco","ror":"https://ror.org/030d08e08","country_code":"CN","type":"government","lineage":["https://openalex.org/I2800556661"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Wang","raw_affiliation_strings":["Changsha Tobacco Factory of China Tobacco Hunan Industrial Co., Ltd., China"],"raw_orcid":"https://orcid.org/0000-0001-6493-0520","affiliations":[{"raw_affiliation_string":"Changsha Tobacco Factory of China Tobacco Hunan Industrial Co., Ltd., China","institution_ids":["https://openalex.org/I2800556661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049139590","display_name":"Jian Kang","orcid":"https://orcid.org/0000-0003-3797-256X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210156904","display_name":"Third Xiangya Hospital","ror":"https://ror.org/05akvb491","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Kang","raw_affiliation_strings":["Department of Dermatology, Third Xiangya Hospital, Central South University, China"],"raw_orcid":"https://orcid.org/0000-0003-3797-256X","affiliations":[{"raw_affiliation_string":"Department of Dermatology, Third Xiangya Hospital, Central South University, China","institution_ids":["https://openalex.org/I4210156904","https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5249,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70203708,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"19","issue":"3","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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":0.9991999864578247,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9959999918937683,"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"}},{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/interpretability","display_name":"Interpretability","score":0.9068360924720764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8460963368415833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6170049905776978},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5486196279525757},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.49018388986587524},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4839230179786682},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44637617468833923},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41639912128448486},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36020195484161377},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32830649614334106},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32609307765960693},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.110728919506073}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9068360924720764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8460963368415833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6170049905776978},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5486196279525757},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.49018388986587524},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4839230179786682},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44637617468833923},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41639912128448486},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36020195484161377},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32830649614334106},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32609307765960693},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.110728919506073}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3526194","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3526194","pdf_url":null,"source":{"id":"https://openalex.org/S170502224","display_name":"ACM Transactions on Sensor Networks","issn_l":"1550-4859","issn":["1550-4859","1550-4867"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Sensor Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/1"}],"awards":[{"id":"https://openalex.org/G498735751","display_name":null,"funder_award_id":"2020zzts137","funder_id":"https://openalex.org/F4320335880","funder_display_name":"Fundamental Research Funds for Central Universities of the Central South University"},{"id":"https://openalex.org/G767881516","display_name":null,"funder_award_id":"62076255 and 62102458","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8039650349","display_name":null,"funder_award_id":"2020SK2059","funder_id":"https://openalex.org/F4320330206","funder_display_name":"Science and Technology Program of Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320330206","display_name":"Science and Technology Program of Hunan Province","ror":null},{"id":"https://openalex.org/F4320335880","display_name":"Fundamental Research Funds for Central Universities of the Central South University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W118824240","https://openalex.org/W1588100052","https://openalex.org/W1807914171","https://openalex.org/W1988790447","https://openalex.org/W2004670864","https://openalex.org/W2076063813","https://openalex.org/W2080451630","https://openalex.org/W2107806345","https://openalex.org/W2125186487","https://openalex.org/W2135293965","https://openalex.org/W2152475379","https://openalex.org/W2157597800","https://openalex.org/W2169139688","https://openalex.org/W2295107390","https://openalex.org/W2323929895","https://openalex.org/W2335187439","https://openalex.org/W2560835477","https://openalex.org/W2582180708","https://openalex.org/W2592124696","https://openalex.org/W2592929672","https://openalex.org/W2625559849","https://openalex.org/W2727753969","https://openalex.org/W2750023899","https://openalex.org/W2783407418","https://openalex.org/W2887808321","https://openalex.org/W2914870198","https://openalex.org/W2962682465","https://openalex.org/W2962858109","https://openalex.org/W2963150697","https://openalex.org/W2984303785","https://openalex.org/W3010770988","https://openalex.org/W3024836211","https://openalex.org/W3042011474","https://openalex.org/W3092277776","https://openalex.org/W3112510490","https://openalex.org/W3120946080","https://openalex.org/W3121080521","https://openalex.org/W3126186914","https://openalex.org/W3127371061","https://openalex.org/W3180752596","https://openalex.org/W4212883601","https://openalex.org/W4235929402","https://openalex.org/W4242177601"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":{"With":[0],"the":[1,40,46,60,67,88,123,133,151,163,166,174],"development":[2],"of":[3,11,34,48,53,63,69,84,135,154,165,176],"intelligent":[4],"medicine,":[5],"lesion":[6,24,54,101,168],"detection":[7,25,102,124,139,169,177],"supported":[8],"by":[9],"Internet":[10],"Things":[12],"(IoT),":[13],"big":[14],"data,":[15,38],"and":[16,39,51,66,82,138,161],"deep":[17,29],"learning":[18,30],"has":[19,45],"become":[20],"a":[21,94],"hotspot.":[22],"However,":[23],"technology":[26],"based":[27,103,117],"on":[28,104,118],"requires":[31],"huge":[32],"amounts":[33],"high-quality":[35],"medical":[36,106,159],"image":[37,107],"data":[41,65,96,137,153],"from":[42,108,157],"social":[43,109],"IoT":[44,64],"problems":[47],"uneven":[49],"quality":[50,62],"lack":[52,83],"labeling.":[55],"Current":[56],"studies":[57],"usually":[58],"ignore":[59],"unstable":[61],"interpretability":[68,134],"diagnostic":[70],"results,":[71],"resulting":[72],"in":[73],"deeper":[74],"model":[75,170],"layers,":[76],"larger":[77],"models,":[78],"poor":[79],"real-time":[80],"performance,":[81],"persuasion.":[85],"To":[86],"address":[87],"problems,":[89],"this":[90],"article":[91],"first":[92],"proposes":[93],"core":[95,136,152],"extraction":[97],"method":[98,147],"for":[99],"multi-class":[100],"unlabeled":[105],"IoT.":[110],"Then,":[111],"we":[112,127],"propose":[113],"an":[114],"ensemble":[115],"algorithm":[116],"lightweight":[119,167],"models":[120],"to":[121,131],"improve":[122,162],"accuracy.":[125],"Finally,":[126],"visualize":[128],"pathological":[129],"features":[130],"enhance":[132],"results.":[140,178],"The":[141],"experimental":[142],"results":[143],"show":[144],"that":[145],"our":[146],"can":[148],"effectively":[149],"extract":[150],"multiple":[155],"lesions":[156],"low-quality":[158],"images":[160],"accuracy":[164],"as":[171,173],"well":[172],"interpretation":[175]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}