{"id":"https://openalex.org/W3209489773","doi":"https://doi.org/10.1109/jiot.2021.3116699","title":"On-Site Colonoscopy Autodiagnosis Using Smart Internet of Medical Things","display_name":"On-Site Colonoscopy Autodiagnosis Using Smart Internet of Medical Things","publication_year":2021,"publication_date":"2021-09-30","ids":{"openalex":"https://openalex.org/W3209489773","doi":"https://doi.org/10.1109/jiot.2021.3116699","mag":"3209489773"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2021.3116699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3116699","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5047093288","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0002-9811-1694"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Chen","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102869620","display_name":"Xiaoxiao Song","orcid":"https://orcid.org/0000-0002-1939-309X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Song","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021946323","display_name":"Zhichao Huang","orcid":"https://orcid.org/0000-0003-3623-6616"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhichao Huang","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100393871","display_name":"Jianqiang Li","orcid":"https://orcid.org/0000-0002-2208-962X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqiang Li","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhaoxia Wang","orcid":"https://orcid.org/0000-0001-8773-2631"},"institutions":[{"id":"https://openalex.org/I4210152664","display_name":"Shenzhen Children's Hospital","ror":"https://ror.org/0409k5a27","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210152664"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoxia Wang","raw_affiliation_strings":["Gastroenterology Department, Shenzhen Children&#x2019;s Hospital, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Gastroenterology Department, Shenzhen Children&#x2019;s Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I4210152664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060564734","display_name":"Chengwen Luo","orcid":"https://orcid.org/0000-0003-0293-0781"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengwen Luo","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100420016","display_name":"F. Richard Yu","orcid":"https://orcid.org/0000-0003-1006-7594"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Yu","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047093288"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":0.5367,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69207577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"9","issue":"11","first_page":"8657","last_page":"8668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.2623000144958496,"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"}},"topics":[{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.2623000144958496,"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"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.1615999937057495,"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/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.07829999923706055,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/computer-science","display_name":"Computer science","score":0.7707252502441406},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5810890793800354},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.513512909412384},{"id":"https://openalex.org/keywords/colonoscopy","display_name":"Colonoscopy","score":0.5084527730941772},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3703712821006775},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2923620343208313},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15830150246620178},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.1092398464679718},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09443080425262451}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7707252502441406},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5810890793800354},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.513512909412384},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.5084527730941772},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3703712821006775},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2923620343208313},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15830150246620178},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.1092398464679718},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09443080425262451},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2021.3116699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3116699","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G1860700528","display_name":null,"funder_award_id":"62006157","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3332848674","display_name":null,"funder_award_id":"R2020A045","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"},{"id":"https://openalex.org/G4429118438","display_name":null,"funder_award_id":"62073225","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4784360784","display_name":null,"funder_award_id":"2020YFA0908700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5275301293","display_name":null,"funder_award_id":"61972263","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6733505969","display_name":null,"funder_award_id":"U1713212","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6815789538","display_name":null,"funder_award_id":"2019B151502018","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G6819557517","display_name":null,"funder_award_id":"2019A1515011608","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G7097245526","display_name":null,"funder_award_id":"61836005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8217273170","display_name":null,"funder_award_id":"62072315","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320326705","display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1821462560","https://openalex.org/W1901129140","https://openalex.org/W2025934625","https://openalex.org/W2097998348","https://openalex.org/W2157331557","https://openalex.org/W2194775991","https://openalex.org/W2233116163","https://openalex.org/W2320150036","https://openalex.org/W2495425901","https://openalex.org/W2541669745","https://openalex.org/W2570702650","https://openalex.org/W2626200278","https://openalex.org/W2739879705","https://openalex.org/W2750023899","https://openalex.org/W2754084392","https://openalex.org/W2758746812","https://openalex.org/W2765527079","https://openalex.org/W2808834706","https://openalex.org/W2809674292","https://openalex.org/W2884985635","https://openalex.org/W2921767689","https://openalex.org/W2923287877","https://openalex.org/W2937408455","https://openalex.org/W2946474601","https://openalex.org/W2952787292","https://openalex.org/W2954672461","https://openalex.org/W2954996726","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963163009","https://openalex.org/W2963881378","https://openalex.org/W2963890956","https://openalex.org/W2964203871","https://openalex.org/W2964233199","https://openalex.org/W2981441441","https://openalex.org/W2987861506","https://openalex.org/W3011484919","https://openalex.org/W4211049957","https://openalex.org/W4230076972","https://openalex.org/W4246226690","https://openalex.org/W6637551013","https://openalex.org/W6674385629","https://openalex.org/W6678911119","https://openalex.org/W6685405536","https://openalex.org/W6739692287","https://openalex.org/W6752536501"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2381279477","https://openalex.org/W3016587774","https://openalex.org/W2999920852","https://openalex.org/W3028983594","https://openalex.org/W2363227174","https://openalex.org/W3211062742","https://openalex.org/W2073857279"],"abstract_inverted_index":{"Colonoscopy":[0],"screening":[1],"is":[2,29,114,132],"one":[3],"of":[4,26,35,55,128],"the":[5,23,33,136],"most":[6],"effective":[7],"diagnostic":[8,95,130],"tools":[9],"for":[10,138],"detecting":[11],"intestinal":[12],"diseases,":[13],"such":[14],"as":[15],"bleeding,":[16],"polyp,":[17],"Meckel\u2019s":[18],"diverticulum,":[19],"and":[20,104,109],"ulcer.":[21],"However,":[22],"missed":[24],"rate":[25],"manual":[27],"detection":[28],"high":[30],"due":[31],"to":[32,91,134],"lack":[34],"experience":[36],"or":[37],"fatigue":[38],"among":[39,64],"clinicians.":[40],"To":[41],"address":[42],"this":[43,45],"issue,":[44],"work":[46,72],"proposed":[47,112],"a":[48,68,74,93,98],"novel":[49],"autodiagnosis":[50],"framework":[51,113],"built":[52],"on":[53],"Internet":[54],"Medical":[56],"Things":[57],"(IoMT)":[58],"systems,":[59],"which":[60],"can":[61,86],"be":[62],"deployed":[63],"multiple":[65],"hospitals":[66],"in":[67,117,121],"distributed":[69,88],"fusion.":[70],"This":[71],"presents":[73],"two-stage":[75],"knowledge":[76],"distillation":[77],"(TSKD)":[78],"method":[79],"coupled":[80],"with":[81,123],"Bayesian":[82],"optimization":[83],"(BO)":[84],"that":[85],"exploit":[87],"colonoscopy":[89],"data":[90,119],"learn":[92],"compact":[94],"model":[96],"achieving":[97],"good":[99],"tradeoff":[100],"between":[101],"predictive":[102],"performance":[103],"resource":[105],"consumption":[106],"(e.g.,":[107],"memory":[108],"computation).":[110],"The":[111],"extensively":[115],"evaluated":[116],"real-world":[118,139],"sets":[120],"comparison":[122],"its":[124],"counterparts.":[125],"A":[126],"prototype":[127],"on-site":[129],"device":[131],"implemented":[133],"demonstrate":[135],"potential":[137],"deployment.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
