{"id":"https://openalex.org/W2774512470","doi":"https://doi.org/10.1109/tpami.2017.2780248","title":"Directional 3D Wavelet Transform Based on Gaussian Mixtures for the Analysis of 3D Ultrasound Ovarian Volumes","display_name":"Directional 3D Wavelet Transform Based on Gaussian Mixtures for the Analysis of 3D Ultrasound Ovarian Volumes","publication_year":2017,"publication_date":"2017-12-06","ids":{"openalex":"https://openalex.org/W2774512470","doi":"https://doi.org/10.1109/tpami.2017.2780248","mag":"2774512470","pmid":"https://pubmed.ncbi.nlm.nih.gov/29990234"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2017.2780248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2017.2780248","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5056011798","display_name":"Boris Cigale","orcid":"https://orcid.org/0000-0001-5392-7430"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boris Cigale","raw_affiliation_strings":["Logicdata, d.o.o., Ulica kneza Koclja 22, Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0001-5392-7430","affiliations":[{"raw_affiliation_string":"Logicdata, d.o.o., Ulica kneza Koclja 22, Maribor, Slovenia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033383250","display_name":"Damjan Zazula","orcid":"https://orcid.org/0000-0002-2191-3445"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Damjan Zazula","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-2191-3445","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2509,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83069667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"41","issue":"1","first_page":"64","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10364","display_name":"Reproductive Biology and Fertility","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10364","display_name":"Reproductive Biology and Fertility","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10390","display_name":"Ovarian function and disorders","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9789999723434448,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/antral-follicle","display_name":"Antral follicle","score":0.7400591373443604},{"id":"https://openalex.org/keywords/3d-ultrasound","display_name":"3D ultrasound","score":0.6977237462997437},{"id":"https://openalex.org/keywords/ovarian-follicle","display_name":"Ovarian follicle","score":0.5760380625724792},{"id":"https://openalex.org/keywords/follicle","display_name":"Follicle","score":0.5138568878173828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5073258280754089},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5060068964958191},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48696693778038025},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4544518291950226},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.45129770040512085},{"id":"https://openalex.org/keywords/ovarian-reserve","display_name":"Ovarian reserve","score":0.4412393867969513},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.43302029371261597},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.42478781938552856},{"id":"https://openalex.org/keywords/follicular-phase","display_name":"Follicular phase","score":0.3690163791179657},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3215215802192688},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17571672797203064},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.11168092489242554},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10678604245185852},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.07548061013221741}],"concepts":[{"id":"https://openalex.org/C142773365","wikidata":"https://www.wikidata.org/wiki/Q3499793","display_name":"Antral follicle","level":3,"score":0.7400591373443604},{"id":"https://openalex.org/C2780170424","wikidata":"https://www.wikidata.org/wiki/Q229399","display_name":"3D ultrasound","level":3,"score":0.6977237462997437},{"id":"https://openalex.org/C2780536345","wikidata":"https://www.wikidata.org/wiki/Q953556","display_name":"Ovarian follicle","level":3,"score":0.5760380625724792},{"id":"https://openalex.org/C102570824","wikidata":"https://www.wikidata.org/wiki/Q147807","display_name":"Follicle","level":2,"score":0.5138568878173828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5073258280754089},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5060068964958191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48696693778038025},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4544518291950226},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.45129770040512085},{"id":"https://openalex.org/C2776600139","wikidata":"https://www.wikidata.org/wiki/Q7113253","display_name":"Ovarian reserve","level":4,"score":0.4412393867969513},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.43302029371261597},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.42478781938552856},{"id":"https://openalex.org/C187785154","wikidata":"https://www.wikidata.org/wiki/Q5464664","display_name":"Follicular phase","level":2,"score":0.3690163791179657},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3215215802192688},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17571672797203064},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.11168092489242554},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10678604245185852},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.07548061013221741},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2777688143","wikidata":"https://www.wikidata.org/wiki/Q179399","display_name":"Infertility","level":3,"score":0.0},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006080","descriptor_name":"Ovarian Follicle","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006080","descriptor_name":"Ovarian Follicle","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006080","descriptor_name":"Ovarian Follicle","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2017.2780248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2017.2780248","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:29990234","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29990234","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G2291760295","display_name":null,"funder_award_id":"P2-0041","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"}],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1513463179","https://openalex.org/W1583199203","https://openalex.org/W1592465000","https://openalex.org/W1997036462","https://openalex.org/W2006982476","https://openalex.org/W2012231760","https://openalex.org/W2015811466","https://openalex.org/W2019588336","https://openalex.org/W2031025607","https://openalex.org/W2062475307","https://openalex.org/W2069125771","https://openalex.org/W2115755118","https://openalex.org/W2121221016","https://openalex.org/W2126126597","https://openalex.org/W2127890285","https://openalex.org/W2133689253","https://openalex.org/W2136377405","https://openalex.org/W2138420118","https://openalex.org/W2145155406","https://openalex.org/W2169131235","https://openalex.org/W2212488790","https://openalex.org/W2393468529","https://openalex.org/W2493463458","https://openalex.org/W2741520465","https://openalex.org/W2801391497","https://openalex.org/W4285719527","https://openalex.org/W6635676438","https://openalex.org/W6711682174","https://openalex.org/W7073806077"],"related_works":["https://openalex.org/W2086631680","https://openalex.org/W2397715411","https://openalex.org/W2013714082","https://openalex.org/W2013048664","https://openalex.org/W4232890539","https://openalex.org/W4381248504","https://openalex.org/W2995643644","https://openalex.org/W2014475132","https://openalex.org/W2002527266","https://openalex.org/W1970235365"],"abstract_inverted_index":{"The":[0,123,144],"success":[1],"of":[2,15,40,82,151],"in-vitro":[3],"fertilization":[4],"can":[5],"be":[6],"predicted":[7],"by":[8,134,157],"a":[9,83,88],"correct":[10],"quantitative":[11],"and":[12,22,43,108,140],"qualitative":[13,162],"assessment":[14],"ovarian":[16,19,131],"follicles.":[17],"Several":[18],"follicle":[20,34,121,146],"detection":[21,68],"recognition":[23,77,147],"algorithms":[24],"have":[25],"been":[26],"published.":[27],"Their":[28],"effectiveness":[29],"is":[30,116],"inferior":[31],"to":[32,37,54,85,87,119],"human":[33],"annotations":[35],"due":[36],"various":[38],"kinds":[39],"noise,":[41],"degradations,":[42],"artefacts":[44],"in":[45,61,63,138],"ultrasonic":[46],"images.":[47],"This":[48],"paper":[49],"deals":[50],"with":[51],"an":[52],"approach":[53,125],"recognize":[55],"antral":[56],"follicles":[57],"from":[58],"2":[59],"mm":[60],"diameter":[62],"3D":[64,98,154],"ultrasound":[65,130],"data.":[66],"Its":[67],"phase":[69,78],"looks":[70],"for":[71],"candidate":[72],"follicular":[73],"regions,":[74],"while":[75,161],"the":[76,80,94,152],"assesses":[79],"likelihood":[81,114],"region":[84,111],"correspond":[86],"follicle.":[89],"Three":[90],"innovative":[91],"definitions":[92],"underpin":[93],"detection:":[95],"Laplacian-of-Gaussian-based":[96],"directional":[97],"wavelet":[99],"transform,":[100],"adaptive":[101],"multiscale":[102],"search":[103],"based":[104],"on":[105,128],"Gaussian":[106],"mixtures,":[107],"recursive":[109],"convexity-based":[110],"splitting.":[112],"A":[113],"index":[115],"also":[117],"introduced":[118],"support":[120],"recognition.":[122],"proposed":[124],"was":[126],"tested":[127],"30":[129],"volumes":[132],"generated":[133],"different":[135],"sonographic":[136],"machines":[137],"stimulated":[139],"non-stimulated":[141],"examination":[142],"cycles.":[143],"obtained":[145],"rates":[148],"exceed":[149],"those":[150],"best":[153],"approaches":[155],"known":[156],"about":[158],"10":[159],"percent,":[160],"assessments":[163],"yield":[164],"comparable":[165],"values.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
