{"id":"https://openalex.org/W1974023328","doi":"https://doi.org/10.1109/hpcsim.2012.6266908","title":"Active labeling: Application to wireless endoscopy analysis","display_name":"Active labeling: Application to wireless endoscopy analysis","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W1974023328","doi":"https://doi.org/10.1109/hpcsim.2012.6266908","mag":"1974023328"},"language":"en","primary_location":{"id":"doi:10.1109/hpcsim.2012.6266908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2012.6266908","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on High Performance Computing & Simulation (HPCS)","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/A5083867344","display_name":"Petia Radeva","orcid":"https://orcid.org/0000-0003-0047-5172"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Petia Radeva","raw_affiliation_strings":["Computer Vision Center, Barcelona, Spain","Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096"]},{"raw_affiliation_string":"Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024536150","display_name":"Michal Drozdzal","orcid":"https://orcid.org/0000-0002-0661-6338"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Michal Drozdzal","raw_affiliation_strings":["Computer Vision Center, Barcelona, Spain","Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096"]},{"raw_affiliation_string":"Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025755800","display_name":"Santi Segu\u00ed","orcid":"https://orcid.org/0000-0002-8603-138X"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Santi Segui","raw_affiliation_strings":["Computer Vision Center, Barcelona, Spain","Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096"]},{"raw_affiliation_string":"Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067001353","display_name":"Laura Igual","orcid":"https://orcid.org/0000-0002-7225-7441"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Laura Igual","raw_affiliation_strings":["Computer Vision Center, Barcelona, Spain","Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096"]},{"raw_affiliation_string":"Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007119829","display_name":"Carolina Malagelada","orcid":"https://orcid.org/0000-0001-7097-1492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carolina Malagelada","raw_affiliation_strings":["Digestive System Research Unit, Hospital de Vall dHebron, Spain"],"affiliations":[{"raw_affiliation_string":"Digestive System Research Unit, Hospital de Vall dHebron, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085838719","display_name":"Fernando Azpiroz","orcid":"https://orcid.org/0000-0002-7327-960X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fernando Azpiroz","raw_affiliation_strings":["Digestive System Research Unit, Hospital de Vall dHebron, Spain"],"affiliations":[{"raw_affiliation_string":"Digestive System Research Unit, Hospital de Vall dHebron, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048383795","display_name":"Jordi Vitri\u00e0","orcid":"https://orcid.org/0000-0003-1484-539X"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Vitria","raw_affiliation_strings":["Computer Vision Center, Barcelona, Spain","Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096"]},{"raw_affiliation_string":"Department of Applied Mathematics and Analysis, Universitat de Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5083867344"],"corresponding_institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096","https://openalex.org/I71999127"],"apc_list":null,"apc_paid":null,"fwci":0.4107,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65014854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"174","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.970300018787384,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9564999938011169,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5901533365249634},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5886598229408264},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20752304792404175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5901533365249634},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5886598229408264},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20752304792404175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/hpcsim.2012.6266908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2012.6266908","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on High Performance Computing & Simulation (HPCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.299.8112","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.299.8112","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cvc.uab.es/~petia/2012/petia.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W59381681","https://openalex.org/W120286951","https://openalex.org/W123226248","https://openalex.org/W1484084878","https://openalex.org/W1502916507","https://openalex.org/W1515450954","https://openalex.org/W1542491098","https://openalex.org/W1553262910","https://openalex.org/W1580375566","https://openalex.org/W1590983731","https://openalex.org/W1650175677","https://openalex.org/W1968200975","https://openalex.org/W1983696078","https://openalex.org/W1993202648","https://openalex.org/W1994271853","https://openalex.org/W2009207944","https://openalex.org/W2018795357","https://openalex.org/W2027248184","https://openalex.org/W2042932437","https://openalex.org/W2051649066","https://openalex.org/W2071643468","https://openalex.org/W2076118331","https://openalex.org/W2080021732","https://openalex.org/W2099111195","https://openalex.org/W2102766308","https://openalex.org/W2105130113","https://openalex.org/W2123293411","https://openalex.org/W2124995446","https://openalex.org/W2127035141","https://openalex.org/W2127218421","https://openalex.org/W2127816222","https://openalex.org/W2153819437","https://openalex.org/W2155513250","https://openalex.org/W2161391345","https://openalex.org/W2167597393","https://openalex.org/W2169135396","https://openalex.org/W2171671120","https://openalex.org/W2478708596","https://openalex.org/W2570764145","https://openalex.org/W2903158431","https://openalex.org/W2949071206","https://openalex.org/W4234016251","https://openalex.org/W4285719527","https://openalex.org/W6604900475","https://openalex.org/W6628826841","https://openalex.org/W6629956336","https://openalex.org/W6634787382","https://openalex.org/W6635080210","https://openalex.org/W6678881507","https://openalex.org/W6678914141","https://openalex.org/W6679149260","https://openalex.org/W6683024101","https://openalex.org/W6756615331"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Today,":[0],"robust":[1],"learners":[2],"trained":[3,83],"in":[4,23,78,116,152],"a":[5,14,41,86],"real":[6],"supervised":[7],"machine":[8],"learning":[9,140,145,162],"application":[10],"should":[11],"count":[12],"with":[13,48,194],"rich":[15],"collection":[16],"of":[17,34,50,58,89,102,166,179,182],"positive":[18],"and":[19,53,121,141],"negative":[20],"examples.":[21],"Although":[22],"many":[24],"applications,":[25],"it":[26],"is":[27,111],"not":[28,124],"difficult":[29],"to":[30,104,148],"obtain":[31],"huge":[32],"amount":[33],"data,":[35],"labeling":[36],"those":[37],"data":[38,49,62,91,115],"can":[39,146,169],"be":[40,105,170],"very":[42],"expensive":[43],"process,":[44],"especially":[45],"when":[46],"dealing":[47],"high":[51],"variability":[52],"complexity.":[54],"A":[55],"good":[56],"example":[57],"such":[59],"cases":[60],"are":[61,123],"from":[63,92],"medical":[64,93],"imaging":[65],"applications":[66],"where":[67],"annotating":[68],"anomalies":[69],"like":[70],"tumors,":[71],"polyps,":[72],"atherosclerotic":[73],"plaque":[74],"or":[75],"informative":[76],"frames":[77,103,181,191],"wireless":[79],"endoscopy":[80],"need":[81],"highly":[82],"experts.":[84],"Building":[85],"representative":[87],"set":[88],"training":[90,128,155],"videos":[94,118],"(e.g.":[95],"Wireless":[96,183],"Capsule":[97,184],"Endoscopy)":[98],"means":[99],"that":[100,114,159],"thousands":[101],"labeled":[106],"by":[107,126],"an":[108],"expert.":[109],"It":[110],"quite":[112],"normal":[113],"new":[117],"come":[119],"different":[120],"thus":[122],"represented":[125],"the":[127,135,154,164,177],"set.":[129],"In":[130],"this":[131],"paper,":[132],"we":[133],"review":[134],"main":[136],"approaches":[137],"on":[138],"active":[139,144,161],"illustrate":[142],"how":[143],"help":[147],"reduce":[149],"expert":[150,198],"effort":[151],"constructing":[153],"sets.":[156],"We":[157],"show":[158],"applying":[160],"criteria,":[163],"number":[165],"human":[167],"interventions":[168],"significantly":[171],"reduced.":[172],"The":[173],"proposed":[174],"system":[175],"allows":[176],"annotation":[178],"informative/non-informative":[180],"Endoscopy":[185],"video":[186],"containing":[187],"more":[188],"than":[189,196],"30000":[190],"each":[192],"one":[193],"less":[195],"100":[197],"\u201dclicks\u201d.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}