{"id":"https://openalex.org/W7161769307","doi":"https://doi.org/10.1109/isbi61048.2026.11515814","title":"Identifying Digital Mammography Artifacts Through Interpretable Feature-Based Anomaly Detection","display_name":"Identifying Digital Mammography Artifacts Through Interpretable Feature-Based Anomaly Detection","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7161769307","doi":"https://doi.org/10.1109/isbi61048.2026.11515814"},"language":null,"primary_location":{"id":"doi:10.1109/isbi61048.2026.11515814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515814","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/A5132765531","display_name":"Tahsin Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I1335686170","display_name":"Center for Devices and Radiological Health","ror":"https://ror.org/007x9se63","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070","https://openalex.org/I1335686170"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tahsin Rahman","raw_affiliation_strings":["Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A","institution_ids":["https://openalex.org/I1335686170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136547449","display_name":"Jason Granstedt","orcid":null},"institutions":[{"id":"https://openalex.org/I1335686170","display_name":"Center for Devices and Radiological Health","ror":"https://ror.org/007x9se63","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070","https://openalex.org/I1335686170"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Granstedt","raw_affiliation_strings":["Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A","institution_ids":["https://openalex.org/I1335686170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136508197","display_name":"Jana Delfino","orcid":null},"institutions":[{"id":"https://openalex.org/I1335686170","display_name":"Center for Devices and Radiological Health","ror":"https://ror.org/007x9se63","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070","https://openalex.org/I1335686170"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jana Delfino","raw_affiliation_strings":["Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A","institution_ids":["https://openalex.org/I1335686170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136520569","display_name":"Aldo Badano","orcid":null},"institutions":[{"id":"https://openalex.org/I1335686170","display_name":"Center for Devices and Radiological Health","ror":"https://ror.org/007x9se63","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070","https://openalex.org/I1335686170"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aldo Badano","raw_affiliation_strings":["Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A","institution_ids":["https://openalex.org/I1335686170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136544827","display_name":"Seyed Kahaki","orcid":null},"institutions":[{"id":"https://openalex.org/I1335686170","display_name":"Center for Devices and Radiological Health","ror":"https://ror.org/007x9se63","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070","https://openalex.org/I1335686170"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seyed Kahaki","raw_affiliation_strings":["Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Science and Engineering Laboratories Center for Devices and Radiological Health, U. S. Food and Drug Administration,Division of Imaging, Diagnostics, and Software Reliability,U.S.A","institution_ids":["https://openalex.org/I1335686170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1335686170"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71654843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.5213000178337097,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.5213000178337097,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.04490000009536743,"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"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.04179999977350235,"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/digital-mammography","display_name":"Digital mammography","score":0.451200008392334},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.421999990940094},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4009999930858612},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.382099986076355},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.33070001006126404}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5785999894142151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5296000242233276},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.451200008392334},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.421999990940094},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4009999930858612},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.382099986076355},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3693999946117401},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.2768999934196472},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2612999975681305}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi61048.2026.11515814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515814","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332382","display_name":"Oak Ridge Institute for Science and Education","ror":"https://ror.org/0526p1y61"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2065429801","https://openalex.org/W2093263229","https://openalex.org/W2107476778","https://openalex.org/W2767128594","https://openalex.org/W4299627282","https://openalex.org/W4367312235","https://openalex.org/W4402564227","https://openalex.org/W4410296333"],"related_works":[],"abstract_inverted_index":{"The":[0,79],"presence":[1],"of":[2,5,68,82,108],"certain":[3],"categories":[4],"artifacts":[6,50],"in":[7,25,103],"digital":[8],"mammographic":[9,109],"images,":[10],"such":[11,28,49],"as":[12,29],"breast":[13],"implants,":[14],"skin":[15],"markers,":[16],"and":[17,43,85,106],"assistive":[18],"devices":[19],"can":[20],"potentially":[21],"affect":[22],"the":[23,59,62,104],"performance":[24,72,91],"downstream":[26],"tasks":[27],"model":[30],"development.":[31],"This":[32],"work":[33],"introduces":[34],"a":[35,98],"novel":[36],"knowledge-based":[37],"anomaly":[38],"detection":[39,90],"pipeline":[40],"using":[41,75],"radiomics":[42],"Fourier":[44],"domain":[45],"features":[46],"to":[47,74,101],"identify":[48],"with":[51],"minimal":[52],"expert":[53],"annotations.":[54],"Evaluated":[55],"on":[56],"images":[57],"from":[58],"EMBED":[60],"dataset,":[61],"proposed":[63],"method":[64],"achieved":[65],"an":[66],"AUC":[67],"0.85,":[69],"demonstrating":[70],"superior":[71],"compared":[73],"individual":[76],"feature":[77],"types.":[78],"complementary":[80],"nature":[81],"spatial":[83],"texture":[84],"frequency":[86],"characteristics":[87],"enables":[88],"high":[89],"across":[92],"diverse":[93],"artifact":[94],"types,":[95],"offering":[96],"developers":[97],"useful":[99],"tool":[100],"aid":[102],"selection":[105],"curation":[107],"datasets.":[110]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-05-21T00:00:00"}