{"id":"https://openalex.org/W3010483015","doi":"https://doi.org/10.5220/0009148401060114","title":"Saliency Maps of Video-colonoscopy Images for the Analysis of Their Content and the Prevention of Colorectal Cancer Risks","display_name":"Saliency Maps of Video-colonoscopy Images for the Analysis of Their Content and the Prevention of Colorectal Cancer Risks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3010483015","doi":"https://doi.org/10.5220/0009148401060114","mag":"3010483015"},"language":"en","primary_location":{"id":"doi:10.5220/0009148401060114","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009148401060114","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0009148401060114","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043452305","display_name":"Valentine Wargnier-Dauchelle","orcid":"https://orcid.org/0000-0003-1883-791X"},"institutions":[{"id":"https://openalex.org/I86175216","display_name":"\u00c9cole Nationale Sup\u00e9rieure de l'\u00c9lectronique et de ses Applications","ror":"https://ror.org/03qeacd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I86175216"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Valentine Wargnier-Dauchelle","raw_affiliation_strings":["ETIS Lab, ENSEA, 6 Av. du Ponceau, Cergy-Pontoise, France, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETIS Lab, ENSEA, 6 Av. du Ponceau, Cergy-Pontoise, France, --- Select a Country ---","institution_ids":["https://openalex.org/I86175216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038522461","display_name":"Camille Simon-Chane","orcid":"https://orcid.org/0000-0002-4833-6190"},"institutions":[{"id":"https://openalex.org/I86175216","display_name":"\u00c9cole Nationale Sup\u00e9rieure de l'\u00c9lectronique et de ses Applications","ror":"https://ror.org/03qeacd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I86175216"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Camille Simon-Chane","raw_affiliation_strings":["ETIS Lab, ENSEA, 6 Av. du Ponceau, Cergy-Pontoise, France, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETIS Lab, ENSEA, 6 Av. du Ponceau, Cergy-Pontoise, France, --- Select a Country ---","institution_ids":["https://openalex.org/I86175216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010747345","display_name":"Aymeric Histace","orcid":"https://orcid.org/0000-0002-3029-4412"},"institutions":[{"id":"https://openalex.org/I86175216","display_name":"\u00c9cole Nationale Sup\u00e9rieure de l'\u00c9lectronique et de ses Applications","ror":"https://ror.org/03qeacd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I86175216"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aymeric Histace","raw_affiliation_strings":["ETIS Lab, ENSEA, 6 Av. du Ponceau, Cergy-Pontoise, France, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETIS Lab, ENSEA, 6 Av. du Ponceau, Cergy-Pontoise, France, --- Select a Country ---","institution_ids":["https://openalex.org/I86175216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I86175216"],"apc_list":null,"apc_paid":null,"fwci":0.4747,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68414239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.972000002861023,"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":0.972000002861023,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9545000195503235,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/local-binary-patterns","display_name":"Local binary patterns","score":0.7666597366333008},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.7134004235267639},{"id":"https://openalex.org/keywords/colonoscopy","display_name":"Colonoscopy","score":0.698848307132721},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6822978258132935},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6792102456092834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6736262440681458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.659830629825592},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.6169878840446472},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5155825018882751},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5134568810462952},{"id":"https://openalex.org/keywords/adenomatous-polyps","display_name":"Adenomatous polyps","score":0.458647757768631},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40734562277793884},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3464173674583435},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.30369406938552856},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28538694977760315},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15281236171722412}],"concepts":[{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.7666597366333008},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.7134004235267639},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.698848307132721},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6822978258132935},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6792102456092834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6736262440681458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.659830629825592},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.6169878840446472},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5155825018882751},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5134568810462952},{"id":"https://openalex.org/C2910480691","wikidata":"https://www.wikidata.org/wiki/Q657665","display_name":"Adenomatous polyps","level":5,"score":0.458647757768631},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40734562277793884},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3464173674583435},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.30369406938552856},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28538694977760315},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15281236171722412},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0009148401060114","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009148401060114","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0009148401060114","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009148401060114","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2581696209","https://openalex.org/W2020430625","https://openalex.org/W2044065526","https://openalex.org/W2955952267","https://openalex.org/W2058306460","https://openalex.org/W2083564146","https://openalex.org/W2076436625","https://openalex.org/W2049095871","https://openalex.org/W2148428954","https://openalex.org/W2086151239"],"abstract_inverted_index":{"The":[0,75,107],"detection":[1,66],"and":[2,67,152],"removal":[3],"of":[4,16,25,31,47,54,70,77,86,121,125,149],"adenomatous":[5],"polyps":[6,20,71],"via":[7],"colonoscopy":[8],"is":[9,29,62,80,97,109],"the":[10,14,23,32,36,44,52,60,65,68,83,132,165],"gold":[11],"standard":[12],"for":[13,51],"prevention":[15,53],"colon":[17],"cancer.":[18],"Indeed,":[19],"are":[21],"at":[22],"origins":[24],"colorectal":[26,55],"cancer":[27,56],"which":[28],"one":[30],"deadliest":[33],"diseases":[34],"in":[35,72,90],"world.":[37],"This":[38],"article":[39],"aims":[40],"to":[41,43,81,92,98,112,142,159],"contribute":[42],"wide":[45],"range":[46],"methods":[48],"already":[49],"developed":[50],"risks.":[57],"For":[58],"this,":[59],"work":[61],"organized":[63],"around":[64],"localization":[69],"video-colonoscopy":[73],"images.":[74],"aim":[76],"this":[78],"paper":[79],"find":[82],"best":[84],"description":[85],"a":[87,94,100,119],"bowel":[88],"image":[89,101],"order":[91],"classify":[93],"patch,":[95],"that":[96],"say":[99],"fragment,":[102],"as":[103],"polyp":[104],"or":[105],"not.":[106],"classification":[108],"achieved":[110],"thanks":[111],"an":[113,160],"SVM":[114],"(Support":[115],"Vector":[116],"Machine)":[117],"using":[118],"bag":[120],"features.":[122],"Different":[123],"types":[124],"features":[126,144],"extraction":[127],"will":[128,139],"be":[129,140],"compared.":[130],"Thus,":[131],"traditional":[133],"SURF":[134],"(Speeded-Up":[135],"Robust":[136],"Features)":[137],"extractor":[138,162],"compared":[141],"local":[143],"extractors":[145],"like":[146],"HOG":[147],"(Histogram":[148],"Oriented":[150],"Gradient)":[151],"LBP":[153],"(Local":[154],"Binary":[155],"Pattern)":[156],"but":[157],"also":[158],"original":[161],"based":[163],"on":[164],"structural":[166],"entropy.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}