{"id":"https://openalex.org/W2889865863","doi":"https://doi.org/10.1109/icip.2018.8451327","title":"Bulged Eardrum Detection From 3D Data","display_name":"Bulged Eardrum Detection From 3D Data","publication_year":2018,"publication_date":"2018-09-07","ids":{"openalex":"https://openalex.org/W2889865863","doi":"https://doi.org/10.1109/icip.2018.8451327","mag":"2889865863"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2018.8451327","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451327","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/256653","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039256396","display_name":"Manuel Martinello","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109512","display_name":"Ricoh (United States)","ror":"https://ror.org/017q93w69","country_code":"US","type":"company","lineage":["https://openalex.org/I24193003","https://openalex.org/I4210109512"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manuel Martinello","raw_affiliation_strings":["Ricoh Innovations Corp., USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ricoh Innovations Corp., USA","institution_ids":["https://openalex.org/I4210109512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070961790","display_name":"Leonidas Spinoulas","orcid":"https://orcid.org/0000-0002-4762-7068"},"institutions":[{"id":"https://openalex.org/I4210109512","display_name":"Ricoh (United States)","ror":"https://ror.org/017q93w69","country_code":"US","type":"company","lineage":["https://openalex.org/I24193003","https://openalex.org/I4210109512"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leonidas Spinoulas","raw_affiliation_strings":["Ricoh Innovations Corp., USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ricoh Innovations Corp., USA","institution_ids":["https://openalex.org/I4210109512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067039588","display_name":"Ivana To\u0161i\u0107","orcid":"https://orcid.org/0000-0002-7259-8828"},"institutions":[{"id":"https://openalex.org/I4210109512","display_name":"Ricoh (United States)","ror":"https://ror.org/017q93w69","country_code":"US","type":"company","lineage":["https://openalex.org/I24193003","https://openalex.org/I4210109512"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ivana Tosic","raw_affiliation_strings":["Ricoh Innovations Corp., USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ricoh Innovations Corp., USA","institution_ids":["https://openalex.org/I4210109512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048152291","display_name":"Sofia Karygianni","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sofia Karygianni","raw_affiliation_strings":["EPFL, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000947076","display_name":"Pascal Frossard","orcid":"https://orcid.org/0000-0002-4010-714X"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pascal Frossard","raw_affiliation_strings":["EPFL, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113701004","display_name":"Mary Ann Haralam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130600","display_name":"Children's Hospital of Pittsburgh","ror":"https://ror.org/03763ep67","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210098814","https://openalex.org/I4210130600","https://openalex.org/I4210134769"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary Ann Haralam","raw_affiliation_strings":["Children's Hospital of Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Hospital of Pittsburgh, USA","institution_ids":["https://openalex.org/I4210130600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011239697","display_name":"Timothy R. Shope","orcid":"https://orcid.org/0000-0002-0974-2639"},"institutions":[{"id":"https://openalex.org/I4210130600","display_name":"Children's Hospital of Pittsburgh","ror":"https://ror.org/03763ep67","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210098814","https://openalex.org/I4210130600","https://openalex.org/I4210134769"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy R. Shope","raw_affiliation_strings":["Children's Hospital of Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Hospital of Pittsburgh, USA","institution_ids":["https://openalex.org/I4210130600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090998275","display_name":"Nader Shaikh","orcid":"https://orcid.org/0000-0002-1602-343X"},"institutions":[{"id":"https://openalex.org/I4210130600","display_name":"Children's Hospital of Pittsburgh","ror":"https://ror.org/03763ep67","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210098814","https://openalex.org/I4210130600","https://openalex.org/I4210134769"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nader Shaikh","raw_affiliation_strings":["Children's Hospital of Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Hospital of Pittsburgh, USA","institution_ids":["https://openalex.org/I4210130600"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030050113","display_name":"Alejandro Hoberman","orcid":"https://orcid.org/0000-0001-6793-8798"},"institutions":[{"id":"https://openalex.org/I4210130600","display_name":"Children's Hospital of Pittsburgh","ror":"https://ror.org/03763ep67","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210098814","https://openalex.org/I4210130600","https://openalex.org/I4210134769"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alejandro Hoberman","raw_affiliation_strings":["Children's Hospital of Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Hospital of Pittsburgh, USA","institution_ids":["https://openalex.org/I4210130600"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10861","display_name":"Ear Surgery and Otitis Media","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"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/T10861","display_name":"Ear Surgery and Otitis Media","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11812","display_name":"Nasal Surgery and Airway Studies","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/eardrum","display_name":"Eardrum","score":0.9831856489181519},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.777873158454895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6710107326507568},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.617861270904541},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6175826787948608},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5928634405136108},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5330331325531006},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37128889560699463},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.18211904168128967},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1107528805732727}],"concepts":[{"id":"https://openalex.org/C2781404453","wikidata":"https://www.wikidata.org/wiki/Q173801","display_name":"Eardrum","level":2,"score":0.9831856489181519},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.777873158454895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6710107326507568},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.617861270904541},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6175826787948608},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5928634405136108},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5330331325531006},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37128889560699463},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.18211904168128967},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1107528805732727},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icip.2018.8451327","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451327","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:256653","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/256653","pdf_url":null,"source":{"id":"https://openalex.org/S4306400488","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/256653","raw_type":null},{"id":"pmh:oai:infoscience.epfl.ch:263535","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/154064","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:256653","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/256653","pdf_url":null,"source":{"id":"https://openalex.org/S4306400488","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/256653","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1591677984","https://openalex.org/W1922904362","https://openalex.org/W1968872078","https://openalex.org/W1983670955","https://openalex.org/W2001138152","https://openalex.org/W2075448521","https://openalex.org/W2099606917","https://openalex.org/W2099983397","https://openalex.org/W2109992539","https://openalex.org/W2127911825","https://openalex.org/W2130646036","https://openalex.org/W2160643963","https://openalex.org/W2229412420","https://openalex.org/W2257166582","https://openalex.org/W2326552000","https://openalex.org/W2563371362","https://openalex.org/W2892089337","https://openalex.org/W4233857083","https://openalex.org/W6635363735","https://openalex.org/W6676766825","https://openalex.org/W6679152795","https://openalex.org/W6683253545","https://openalex.org/W6754833472"],"related_works":["https://openalex.org/W2404514746","https://openalex.org/W1652783584","https://openalex.org/W2082783427","https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2123759770","https://openalex.org/W2033213769","https://openalex.org/W4312376745"],"abstract_inverted_index":{"Bulging":[0],"is":[1,9],"a":[2,21,48,68],"medical":[3],"characteristic":[4],"of":[5,14,42,51,57,61,70,107],"the":[6,12,43,53,62,81,93],"eardrum":[7,97],"that":[8],"crucial":[10],"for":[11,25],"diagnosis":[13],"acute":[15],"otitis":[16],"media.":[17],"This":[18],"work":[19],"proposes":[20],"novel":[22,35],"classification":[23],"method":[24,33],"distinguishing":[26],"bulged":[27],"eardrums":[28],"from":[29,39],"non-bulged":[30],"ones.":[31,84],"The":[32],"uses":[34],"key":[36],"features":[37],"extracted":[38],"3D":[40,59],"data":[41,88],"tympanic":[44],"membrane,":[45],"captured":[46],"using":[47,92],"new":[49],"type":[50],"otoscope,":[52,55],"light-field":[54],"capable":[56],"non-invasive":[58],"imaging":[60],"middle":[63],"ear.":[64],"We":[65],"first":[66],"introduce":[67],"variety":[69],"geometrical":[71],"and":[72,78],"statistical":[73],"descriptors":[74],"(based":[75],"on":[76,86],"isocontours),":[77],"then":[79],"select":[80],"most":[82],"discriminative":[83],"Results":[85],"clinical":[87],"show":[89],"that,":[90],"when":[91],"proposed":[94],"feature":[95],"descriptors,":[96],"bulging":[98],"can":[99],"be":[100],"automatically":[101],"detected":[102],"with":[103],"an":[104],"average":[105],"accuracy":[106],"approximately":[108],"82%.":[109]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}