{"id":"https://openalex.org/W2970872505","doi":"https://doi.org/10.1186/s13638-019-1541-y","title":"Small sample-based disease diagnosis model acquisition in medical human-centered computing","display_name":"Small sample-based disease diagnosis model acquisition in medical human-centered computing","publication_year":2019,"publication_date":"2019-08-28","ids":{"openalex":"https://openalex.org/W2970872505","doi":"https://doi.org/10.1186/s13638-019-1541-y","mag":"2970872505"},"language":"en","primary_location":{"id":"doi:10.1186/s13638-019-1541-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-019-1541-y","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-019-1541-y","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-019-1541-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056769887","display_name":"Xueqing Jia","orcid":"https://orcid.org/0009-0003-3052-6652"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueqing Jia","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100711975","display_name":"Tao Luo","orcid":"https://orcid.org/0000-0003-2255-5165"},"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":"Tao Luo","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060879177","display_name":"Sheng Ren","orcid":"https://orcid.org/0000-0002-3597-7124"},"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/I196038209","display_name":"Hunan University of Arts and Science","ror":"https://ror.org/01ggnn306","country_code":"CN","type":"education","lineage":["https://openalex.org/I196038209"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Ren","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China","School of Computer and Electrical Engineering, Hunan University of Arts and Science, Changde, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Computer and Electrical Engineering, Hunan University of Arts and Science, Changde, China","institution_ids":["https://openalex.org/I196038209"]}]},{"author_position":"middle","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, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404523","display_name":"Fangfang Li","orcid":"https://orcid.org/0000-0003-1804-0599"},"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/I4210159865","display_name":"Xiangya Hospital Central South University","ror":"https://ror.org/05c1yfj14","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159865"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fangfang Li","raw_affiliation_strings":["The Department of Dermatology, Xiangya Hospital, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"The Department of Dermatology, Xiangya Hospital, Central South University, Changsha, China","institution_ids":["https://openalex.org/I4210159865","https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100404523"],"corresponding_institution_ids":["https://openalex.org/I139660479","https://openalex.org/I4210159865"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.1445,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58161615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2019","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9970999956130981,"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":0.9970999956130981,"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9927999973297119,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8669227361679077},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.7003256678581238},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6145975589752197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6108871698379517},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5981024503707886},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5355944633483887},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5259157419204712},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5005319118499756},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4581448435783386},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.43334439396858215},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3599989414215088},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32091671228408813},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08737623691558838}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8669227361679077},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.7003256678581238},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6145975589752197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6108871698379517},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5981024503707886},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5355944633483887},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5259157419204712},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5005319118499756},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4581448435783386},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.43334439396858215},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3599989414215088},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32091671228408813},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08737623691558838},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13638-019-1541-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-019-1541-y","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-019-1541-y","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5909afdf2e4149d591325378770b8fc3","is_oa":true,"landing_page_url":"https://doaj.org/article/5909afdf2e4149d591325378770b8fc3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking, Vol 2019, Iss 1, Pp 1-12 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13638-019-1541-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-019-1541-y","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-019-1541-y","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3735647957","display_name":null,"funder_award_id":"2019JJ40406","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G429302839","display_name":null,"funder_award_id":"2019JJ40406","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G5039483953","display_name":null,"funder_award_id":"61502540","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6766869922","display_name":null,"funder_award_id":"2019JJ20025","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6797346529","display_name":null,"funder_award_id":"61672535, 61502540","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7218848230","display_name":null,"funder_award_id":"2019JJ20025","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G7348873367","display_name":null,"funder_award_id":"2019JJ40406","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8263856907","display_name":null,"funder_award_id":"61672535","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2970872505.pdf","grobid_xml":"https://content.openalex.org/works/W2970872505.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1967710672","https://openalex.org/W2002479918","https://openalex.org/W2010694126","https://openalex.org/W2021800530","https://openalex.org/W2040709138","https://openalex.org/W2060761948","https://openalex.org/W2081010353","https://openalex.org/W2099471712","https://openalex.org/W2153400129","https://openalex.org/W2180648740","https://openalex.org/W2221603801","https://openalex.org/W2581082771","https://openalex.org/W2770705252","https://openalex.org/W2786147899","https://openalex.org/W2788633781","https://openalex.org/W2798032376","https://openalex.org/W2884319684","https://openalex.org/W2884488826","https://openalex.org/W2889217990","https://openalex.org/W2889424716","https://openalex.org/W2897175665","https://openalex.org/W2897482969","https://openalex.org/W2900510321","https://openalex.org/W2902335478","https://openalex.org/W2902441115","https://openalex.org/W2908997014","https://openalex.org/W2914660942","https://openalex.org/W2921741940","https://openalex.org/W2940787893","https://openalex.org/W2946627595","https://openalex.org/W2963059730","https://openalex.org/W3144240269","https://openalex.org/W6851636461"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W4205302943","https://openalex.org/W2119949815","https://openalex.org/W2561132942","https://openalex.org/W2142795561","https://openalex.org/W2611989081","https://openalex.org/W127355350"],"abstract_inverted_index":{"With":[0],"the":[1,19,49,100,127,152,167,173,188,192,208],"development":[2],"of":[3,28,51,66,90,129,175,180,210],"wireless":[4,159],"communications":[5,160],"and":[6,81,146,151,161],"networks,":[7],"HCC":[8,22],"(human-centred":[9],"computing)":[10],"has":[11,43,121],"attracted":[12],"considerable":[13],"attention":[14],"in":[15,48,126],"recent":[16],"years":[17],"throughout":[18],"medical":[20,30,39,130],"field.":[21],"can":[23,205],"provide":[24],"an":[25,106,123,135],"effective":[26,107],"integration":[27],"various":[29],"auxiliary":[31,108,131,136,168],"diagnosis":[32,109,137,169],"models":[33],"using":[34],"machine":[35],"learning":[36,42,60,102],"algorithms.":[37],"In":[38],"HCC,":[40],"deep":[41,59,101],"demonstrated":[44],"its":[45],"powerful":[46],"ability":[47],"field":[50],"computer":[52],"vision.":[53],"However,":[54],"image":[55],"processing":[56],"based":[57,111,141,157,195],"on":[58,112,142,158,196],"usually":[61],"requires":[62,70],"a":[63,87,113,143,177,197],"large":[64,88,178],"amount":[65,89,179],"labeled":[67],"data,":[68],"which":[69,213],"significant":[71],"resources":[72],"since":[73],"it":[74,82],"needs":[75],"to":[76,85,98,104,165,171],"be":[77],"completed":[78],"by":[79,191],"doctors,":[80],"is":[83,163],"difficult":[84],"collect":[86],"data":[91,119,203],"for":[92],"some":[93],"rare":[94],"diseases.":[95],"Therefore,":[96],"how":[97],"use":[99],"method":[103,140,194],"obtain":[105,166],"model":[110,138,170,189],"small":[114,198],"sample":[115,118,148,199,202],"or":[116,200],"zero":[117,147,201],"set":[120,204],"become":[122],"important":[124],"issue":[125],"study":[128],"diagnosis.":[132],"We":[133],"proposes":[134],"acquisition":[139],"variational":[144],"auto-encoder":[145],"augmentation":[149],"technology,":[150],"incremental":[153],"update":[154],"training":[155],"program":[156],"networks":[162],"designed":[164],"solve":[172],"difficulty":[174],"collecting":[176],"valid":[181],"data.":[182],"The":[183],"experimental":[184],"results":[185],"show":[186],"that":[187],"obtained":[190],"above":[193],"effectively":[206],"diagnose":[207],"types":[209],"skin":[211],"diseases,":[212],"helps":[214],"doctors":[215],"make":[216],"better":[217],"judgments.":[218]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}