{"id":"https://openalex.org/W3082326062","doi":"https://doi.org/10.1109/jsac.2020.3020598","title":"An Open IoHT-Based Deep Learning Framework for Online Medical Image Recognition","display_name":"An Open IoHT-Based Deep Learning Framework for Online Medical Image Recognition","publication_year":2020,"publication_date":"2020-08-31","ids":{"openalex":"https://openalex.org/W3082326062","doi":"https://doi.org/10.1109/jsac.2020.3020598","mag":"3082326062"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2020.3020598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2020.3020598","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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/A5089269498","display_name":"Carlos Mauricio Jaborandy de Mattos Dourado","orcid":"https://orcid.org/0000-0002-5137-1018"},"institutions":[{"id":"https://openalex.org/I3125581668","display_name":"Universidade de Fortaleza","ror":"https://ror.org/02ynbzc81","country_code":"BR","type":"education","lineage":["https://openalex.org/I3125581668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos M. J. M. Dourado","raw_affiliation_strings":["University of Fortaleza, Fortaleza/CE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Fortaleza, Fortaleza/CE, Brazil","institution_ids":["https://openalex.org/I3125581668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000770313","display_name":"Suane Pires P. da Silva","orcid":"https://orcid.org/0009-0002-5071-7109"},"institutions":[{"id":"https://openalex.org/I3018325552","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Cear\u00e1","ror":"https://ror.org/02225fd27","country_code":"BR","type":"government","lineage":["https://openalex.org/I3018325552"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Suane Pires P. da Silva","raw_affiliation_strings":["Instituto Federal do Cear\u00e1, Limoeiro do Norte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Federal do Cear\u00e1, Limoeiro do Norte, Brazil","institution_ids":["https://openalex.org/I3018325552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057042408","display_name":"Raul Victor M. da N\u00f3brega","orcid":"https://orcid.org/0000-0003-4667-4222"},"institutions":[{"id":"https://openalex.org/I3018325552","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Cear\u00e1","ror":"https://ror.org/02225fd27","country_code":"BR","type":"government","lineage":["https://openalex.org/I3018325552"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Raul Victor M. da Nobrega","raw_affiliation_strings":["Instituto Federal do Cear\u00e1, Limoeiro do Norte, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4667-4222","affiliations":[{"raw_affiliation_string":"Instituto Federal do Cear\u00e1, Limoeiro do Norte, Brazil","institution_ids":["https://openalex.org/I3018325552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049651824","display_name":"Pedro P. Rebou\u00e7as Filho","orcid":"https://orcid.org/0000-0002-1878-5489"},"institutions":[{"id":"https://openalex.org/I3018325552","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Cear\u00e1","ror":"https://ror.org/02225fd27","country_code":"BR","type":"government","lineage":["https://openalex.org/I3018325552"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro P. Reboucas Filho","raw_affiliation_strings":["Instituto Federal do Cear\u00e1, Limoeiro do Norte, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1878-5489","affiliations":[{"raw_affiliation_string":"Instituto Federal do Cear\u00e1, Limoeiro do Norte, Brazil","institution_ids":["https://openalex.org/I3018325552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018267985","display_name":"Khan Muhammad","orcid":"https://orcid.org/0000-0002-5302-1150"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Khan Muhammad","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5302-1150","affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045093520","display_name":"Victor Hugo C. de Albuquerque","orcid":"https://orcid.org/0000-0003-3886-4309"},"institutions":[{"id":"https://openalex.org/I3125581668","display_name":"Universidade de Fortaleza","ror":"https://ror.org/02ynbzc81","country_code":"BR","type":"education","lineage":["https://openalex.org/I3125581668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Victor Hugo C. de Albuquerque","raw_affiliation_strings":["University of Fortaleza, Fortaleza/CE, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3886-4309","affiliations":[{"raw_affiliation_string":"University of Fortaleza, Fortaleza/CE, Brazil","institution_ids":["https://openalex.org/I3125581668"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.0424,"has_fulltext":false,"cited_by_count":95,"citation_normalized_percentile":{"value":0.98221484,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"39","issue":"2","first_page":"541","last_page":"548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9969000220298767,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9921000003814697,"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/computer-science","display_name":"Computer science","score":0.8887197971343994},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5239912867546082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5208747386932373},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4935420751571655},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49028757214546204},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4871349036693573},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.47682732343673706},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4251975417137146},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30532991886138916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8887197971343994},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5239912867546082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5208747386932373},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4935420751571655},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49028757214546204},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4871349036693573},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.47682732343673706},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4251975417137146},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30532991886138916},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2020.3020598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2020.3020598","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1352647298","display_name":null,"funder_award_id":"430274/2018-1","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3568491653","display_name":null,"funder_award_id":"304315/2017-6","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2016053056","https://openalex.org/W2154579312","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2342491128","https://openalex.org/W2358876993","https://openalex.org/W2395579298","https://openalex.org/W2583003392","https://openalex.org/W2586433286","https://openalex.org/W2668739872","https://openalex.org/W2702883767","https://openalex.org/W2725107941","https://openalex.org/W2752169992","https://openalex.org/W2753914307","https://openalex.org/W2763047734","https://openalex.org/W2769449599","https://openalex.org/W2778153764","https://openalex.org/W2782169620","https://openalex.org/W2784792583","https://openalex.org/W2791187255","https://openalex.org/W2792133141","https://openalex.org/W2805182940","https://openalex.org/W2809330232","https://openalex.org/W2883158254","https://openalex.org/W2887221547","https://openalex.org/W2889609823","https://openalex.org/W2898126066","https://openalex.org/W2898635601","https://openalex.org/W2902268410","https://openalex.org/W2905659930","https://openalex.org/W2911722481","https://openalex.org/W2913410421","https://openalex.org/W2920932407","https://openalex.org/W2921787039","https://openalex.org/W2943644689","https://openalex.org/W2944880973","https://openalex.org/W2945280224","https://openalex.org/W2946875819","https://openalex.org/W6682751323","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W3192840557","https://openalex.org/W2951211570","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3131673289","https://openalex.org/W3198847674","https://openalex.org/W3096913503"],"abstract_inverted_index":{"Systems":[0],"developed":[1],"to":[2,37,43,64,106,188],"work":[3,25,185],"with":[4,51,90,97],"computational":[5,46],"intelligence":[6,47],"have":[7],"become":[8],"very":[9],"efficient,":[10],"and":[11,68,78,100,139,153,166,170,197],"in":[12,81,110,162,173,192],"some":[13],"cases":[14],"obtain":[15],"more":[16],"accurate":[17],"results":[18,149],"than":[19],"evaluations":[20],"by":[21],"humans.":[22],"Hence,":[23],"this":[24,184],"proposes":[26],"a":[27,45,111,200,206],"new":[28],"online":[29],"approach":[30,116],"based":[31],"on":[32],"deep":[33],"learning":[34,42],"tools":[35],"according":[36],"the":[38,52,62,91,143,151,156,163,174,180],"concept":[39],"of":[40,54,145,155],"transfer":[41],"generate":[44],"framework":[48,60],"for":[49,129,136,142],"use":[50],"Internet":[53],"Health":[55],"Things":[56],"(IoHT)":[57],"devices.":[58],"This":[59,178],"allows":[61],"user":[63],"add":[65],"their":[66],"images":[67,128,135,141,165,176],"perform":[69],"platform":[70],"training":[71],"almost":[72],"as":[73,75],"easily":[74],"creating":[76],"folders":[77],"placing":[79],"files":[80],"regular":[82],"cloud":[83],"storage":[84],"services.":[85],"The":[86,114,148],"trials":[87],"carried":[88],"out":[89],"tool":[92],"showed":[93],"that":[94,183],"even":[95],"people":[96],"no":[98],"programming":[99],"image":[101],"processing":[102],"knowledge":[103],"were":[104],"able":[105],"set":[107],"up":[108],"projects":[109],"few":[112],"minutes.":[113],"proposed":[115],"is":[117],"validated":[118],"using":[119],"three":[120],"medical":[121,190,202],"databases,":[122,169],"which":[123,158],"include":[124],"cerebral":[125],"vascular":[126],"accident":[127],"stroke":[130,164],"type":[131],"classification,":[132,138],"lung":[133,167],"nodule":[134],"malignant":[137],"skin":[140,175],"classification":[144],"melanocytic":[146],"lesions.":[147],"show":[150],"efficiency":[152],"reliability":[154],"framework,":[157],"reached":[159],"91.6%":[160],"Accuracy":[161,172],"nodules":[168],"92%":[171],"databases.":[177],"prove":[179],"immense":[181],"contribution":[182],"can":[186],"bring":[187],"assist":[189],"professionals":[191],"analyzing":[193],"complex":[194],"examinations":[195],"quickly":[196],"accurately,":[198],"allowing":[199],"large":[201],"examination":[203],"database":[204],"through":[205],"consolidated":[207],"collaborative":[208],"IoT":[209],"platform.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}