{"id":"https://openalex.org/W1891629850","doi":"https://doi.org/10.1109/isbi.2015.7163897","title":"Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia","display_name":"Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1891629850","doi":"https://doi.org/10.1109/isbi.2015.7163897","mag":"1891629850"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2015.7163897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7163897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","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/211526","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043355848","display_name":"Adrien Depeursinge","orcid":"https://orcid.org/0000-0002-2362-0304"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]},{"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":"Adrien Depeursinge","raw_affiliation_strings":["Biomcdical Imaging Group (BIG), Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","Institute of Information Systems, University of Applied Sciences Western Switzerland Sierre (HES-SO)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomcdical Imaging Group (BIG), Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Institute of Information Systems, University of Applied Sciences Western Switzerland Sierre (HES-SO)","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060929936","display_name":"Pedram Pad","orcid":"https://orcid.org/0000-0001-7764-2800"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pedram Pad","raw_affiliation_strings":["Institute of Information Systems, University of Applied Sciences Western Switzerland Sierre (HES-SO)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Systems, University of Applied Sciences Western Switzerland Sierre (HES-SO)","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091230159","display_name":"Anne S. Chin","orcid":"https://orcid.org/0000-0002-5041-6368"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anne S. Chin","raw_affiliation_strings":["Department of Radiology, School of Medicine, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047022770","display_name":"Ann N. Leung","orcid":"https://orcid.org/0000-0001-7807-2643"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ann N. Leung","raw_affiliation_strings":["Department of Radiology, School of Medicine, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004965117","display_name":"Daniel L. Rubin","orcid":"https://orcid.org/0000-0001-5057-4369"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel L. Rubin","raw_affiliation_strings":["Department of Radiology, School of Medicine, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061961859","display_name":"Henning M\u00fcller","orcid":"https://orcid.org/0000-0001-6800-9878"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Henning Muller","raw_affiliation_strings":["Institute of Information Systems, University of Applied Sciences Western Switzerland Sierre (HES-SO)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Systems, University of Applied Sciences Western Switzerland Sierre (HES-SO)","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027830035","display_name":"Micha\u00ebl Unser","orcid":"https://orcid.org/0000-0003-1248-2513"},"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":"Michael Unser","raw_affiliation_strings":["Biomcdical Imaging Group (BIG), Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomcdical Imaging Group (BIG), Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1626,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93849052,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"403","last_page":"406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9866999983787537,"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"}},"topics":[{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9866999983787537,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9833999872207642,"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/T10862","display_name":"AI in cancer detection","score":0.9828000068664551,"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/wavelet","display_name":"Wavelet","score":0.8225158452987671},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5620062947273254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5190013647079468},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4913126528263092},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4801596999168396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4436595141887665},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41719821095466614},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4133557379245758},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3832237720489502},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3392747640609741},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09930729866027832}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.8225158452987671},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5620062947273254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5190013647079468},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4913126528263092},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4801596999168396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4436595141887665},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41719821095466614},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4133557379245758},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3832237720489502},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3392747640609741},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09930729866027832}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/isbi.2015.7163897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7163897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:211526","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/211526","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.tind.io:211526","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/118204","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"},{"id":"pmh:oai:serval.unil.ch:BIB_125CB2AB00AB","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_125CB2AB00AB","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings - International Symposium on Biomedical Imaging","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:serval.unil.ch:BIB_812901794377","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_812901794377","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:211526","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/211526","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1980489132","https://openalex.org/W2039886055","https://openalex.org/W2057075464","https://openalex.org/W2057477395","https://openalex.org/W2062024414","https://openalex.org/W2066047996","https://openalex.org/W2079046404","https://openalex.org/W2112902331","https://openalex.org/W2119034596","https://openalex.org/W2127006916","https://openalex.org/W2127007253","https://openalex.org/W2135046866","https://openalex.org/W2143728623","https://openalex.org/W2149548037","https://openalex.org/W2167383172","https://openalex.org/W2418101495","https://openalex.org/W2493081216","https://openalex.org/W4255272544"],"related_works":["https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2902714807","https://openalex.org/W2537489131","https://openalex.org/W2394084632","https://openalex.org/W2358293514","https://openalex.org/W2046633342","https://openalex.org/W2014650515","https://openalex.org/W2077021924"],"abstract_inverted_index":{"Our":[0,24],"aim":[1],"is":[2,26],"to":[3,27,106,135],"optimize":[4],"wavelet-based":[5],"feature":[6],"extraction":[7],"for":[8,55],"differentiating":[9],"between":[10],"the":[11,30,78,85,97,101,112,123,127,132,137,144,147],"classical":[12],"versus":[13],"atypical":[14],"pattern":[15],"of":[16,32,48,84,96,125,131,139,146],"usual":[17],"interstitial":[18],"pneumonia":[19],"(UIP)":[20],"in":[21,53,119,143],"volumetric":[22],"CT.":[23],"proposal":[25],"act":[28],"on":[29,77,100],"bandwidth":[31,60,99],"steerable":[33],"wavelets":[34,68],"while":[35],"maintaining":[36],"their":[37,91],"tight":[38],"frame":[39],"property.":[40],"To":[41],"that":[42],"end,":[43],"we":[44],"designed":[45],"a":[46,56,72],"family":[47],"maximally":[49],"localized":[50],"wavelet":[51,98,133],"pyramids":[52],"3-D":[54],"continuously":[57],"adjustable":[58],"radial":[59],"[\u03a9,\u03c0],":[61],"\u03a9":[62],"G":[63],"[\u03c0/4,":[64],"\u03c0/2].":[65],"The":[66,94],"proposed":[67],"are":[69],"coupled":[70],"with":[71,109],"rotation-covariant":[73],"directional":[74],"operator":[75],"based":[76],"Riesz":[79],"transform,":[80],"which":[81],"provides":[82],"characterizations":[83],"organization":[86],"image":[87],"directions":[88],"independently":[89],"from":[90],"local":[92],"orientations.":[93],"influence":[95],"classification":[102],"performance":[103],"was":[104],"found":[105],"be":[107],"large":[108],"area":[110],"under":[111],"receiver":[113],"operating":[114],"characteristic":[115],"curve":[116],"(AUC)":[117],"values":[118],"[0.784,0.921].":[120],"This":[121],"demonstrated":[122],"importance":[124],"finding":[126],"minimum":[128],"spatial":[129],"support":[130],"required":[134],"leverage":[136],"wealth":[138],"morphological":[140],"tissue":[141],"properties":[142],"vicinity":[145],"lung":[148],"boundaries.":[149]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}