{"id":"https://openalex.org/W7161763373","doi":"https://doi.org/10.1109/isbi61048.2026.11515723","title":"Quantitative Evaluation of Explanation Quality in Fetal Ultrasound Quality Criterion Detection Using Saliency Maps","display_name":"Quantitative Evaluation of Explanation Quality in Fetal Ultrasound Quality Criterion Detection Using Saliency Maps","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7161763373","doi":"https://doi.org/10.1109/isbi61048.2026.11515723"},"language":null,"primary_location":{"id":"doi:10.1109/isbi61048.2026.11515723","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515723","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","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/A5136599980","display_name":"Anirudh S Varrier","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Anirudh S Varrier","raw_affiliation_strings":["Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012433043","display_name":"Santiago Alf\u00e9rez","orcid":"https://orcid.org/0000-0001-8661-1096"},"institutions":[{"id":"https://openalex.org/I4210136471","display_name":"FC Barcelona","ror":"https://ror.org/04bpz1v84","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210136471"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Santiago Alf\u00e9rez","raw_affiliation_strings":["Barcelona East Engineering School (EEBE), UPC,Department of Mathematics,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona East Engineering School (EEBE), UPC,Department of Mathematics,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210136471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091713713","display_name":"Meritxell Riera-Mar\u00edn","orcid":"https://orcid.org/0000-0001-6221-5443"},"institutions":[{"id":"https://openalex.org/I4210136471","display_name":"FC Barcelona","ror":"https://ror.org/04bpz1v84","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210136471"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Meritxell Riera-Marin","raw_affiliation_strings":["Barcelona East Engineering School (EEBE), UPC,Department of Mathematics,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona East Engineering School (EEBE), UPC,Department of Mathematics,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210136471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064238228","display_name":"Jithin Velayudhan","orcid":"https://orcid.org/0000-0002-4642-0719"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jithin Velayudhan","raw_affiliation_strings":["Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136564015","display_name":"Joan Sabria","orcid":null},"institutions":[{"id":"https://openalex.org/I1307323311","display_name":"Hospital Sant Joan de D\u00e9u Barcelona","ror":"https://ror.org/001jx2139","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I1307323311"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joan Sabria","raw_affiliation_strings":["Hospital Sant Joan de D&#x00E9;u,Center for Maternal and Fetal Medicine,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Sant Joan de D&#x00E9;u,Center for Maternal and Fetal Medicine,Barcelona,Spain","institution_ids":["https://openalex.org/I1307323311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122381381","display_name":"Sikha O. K","orcid":null},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sikha O K","raw_affiliation_strings":["Universitat Pompeu Fabra,Department of Engineering,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra,Department of Engineering,Barcelona,Spain","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5136599980"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.93265281,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.47440001368522644,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child 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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.47440001368522644,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child 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/T10978","display_name":"Prenatal Screening and Diagnostics","score":0.1282999962568283,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child 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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.037700001150369644,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/quality","display_name":"Quality (philosophy)","score":0.6097000241279602},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45019999146461487},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.36910000443458557},{"id":"https://openalex.org/keywords/quality-assessment","display_name":"Quality assessment","score":0.29750001430511475}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6097000241279602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5891000032424927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49630001187324524},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45019999146461487},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3968000113964081},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.36910000443458557},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3352000117301941},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.29750001430511475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27250000834465027},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.2637999951839447}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi61048.2026.11515723","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515723","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.7265381813049316,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G8158653156","display_name":null,"funder_award_id":"PID2023-146261OBI00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1991204014","https://openalex.org/W2118246710","https://openalex.org/W2170505850","https://openalex.org/W2778096201","https://openalex.org/W2955202322","https://openalex.org/W2962858109","https://openalex.org/W2963446712","https://openalex.org/W3004707432","https://openalex.org/W3201654139","https://openalex.org/W4200505254","https://openalex.org/W4226133876","https://openalex.org/W4283217943","https://openalex.org/W4304789397","https://openalex.org/W4312114404","https://openalex.org/W4327919044","https://openalex.org/W4379415349","https://openalex.org/W4390364865","https://openalex.org/W4400366122","https://openalex.org/W4411274632","https://openalex.org/W4413179723"],"related_works":[],"abstract_inverted_index":{"Reliability":[0],"and":[1,24,65,84,102,124,154,171,181],"interpretability":[2],"are":[3,30,178],"crucial":[4],"for":[5,32,63,158],"deploying":[6],"deep":[7],"learning":[8],"models":[9],"in":[10,68,166],"medical":[11,167],"imaging,":[12,168],"where":[13],"decisions":[14],"directly":[15],"influence":[16],"patient":[17],"care.":[18],"In":[19],"fetal":[20,69,134],"ultrasound,":[21],"accurate":[22],"detection":[23],"understanding":[25],"of":[26,51,54],"biometric":[27],"quality":[28,71,79,80,94,126,152],"criterions":[29],"vital":[31],"diagnostic":[33],"quality.":[34,56],"Although":[35],"saliency-based":[36],"methods":[37],"like":[38],"Grad-CAM":[39,83],"provide":[40],"visual":[41],"explanations,":[42,149],"their":[43],"clinical":[44],"use":[45],"is":[46],"limited":[47],"by":[48],"the":[49,139,156],"absence":[50],"quantitative":[52,112,164],"measures":[53],"explanation":[55,125],"This":[57,161],"work":[58],"presents":[59],"a":[60,92,133],"systematic":[61],"framework":[62,162],"evaluating":[64],"validating":[66],"explanations":[67,177],"ultrasound":[70,135],"criterion":[72],"detection.":[73],"A":[74,116],"DenseNet-121":[75],"classifier":[76],"identifies":[77],"key":[78],"criterions,":[81],"while":[82],"its":[85],"variants":[86],"generate":[87],"saliency":[88],"maps.":[89],"We":[90],"introduce":[91],"hybrid":[93],"score":[95],"that":[96,138],"combines":[97],"region-reduction":[98],"analysis,":[99],"perturbation-based":[100],"robustness,":[101],"graph-based":[103],"superpixel":[104],"similarity":[105],"with":[106],"reference":[107],"annotations":[108],"to":[109,114,127],"assign":[110],"reliable":[111,180],"scores":[113],"explanations.":[115],"decision":[117],"logic":[118],"module":[119],"then":[120],"integrates":[121],"classification":[122],"confidence":[123],"determine":[128],"prediction":[129],"reliability.":[130],"Experiments":[131],"on":[132],"dataset":[136],"demonstrate":[137],"proposed":[140],"scoring":[141],"mechanism":[142],"effectively":[143],"distinguishes":[144],"clinically":[145,182],"meaningful":[146],"from":[147],"spurious":[148],"enabling":[150],"automated":[151],"control":[153],"reducing":[155],"need":[157],"repeat":[159],"scans.":[160],"advances":[163],"XAI":[165],"promoting":[169],"safer":[170],"more":[172],"trustworthy":[173],"AI":[174],"systems":[175],"whose":[176],"both":[179],"interpretable.":[183]},"counts_by_year":[],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2026-05-21T00:00:00"}
