{"id":"https://openalex.org/W3130825255","doi":"https://doi.org/10.1117/12.2582258","title":"Spatial matching of magnified 2D mammography images and specimen radiographs: towards improved characterization of suspicious microcalcifications","display_name":"Spatial matching of magnified 2D mammography images and specimen radiographs: towards improved characterization of suspicious microcalcifications","publication_year":2021,"publication_date":"2021-02-12","ids":{"openalex":"https://openalex.org/W3130825255","doi":"https://doi.org/10.1117/12.2582258","mag":"3130825255"},"language":"en","primary_location":{"id":"doi:10.1117/12.2582258","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2582258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2021: Computer-Aided Diagnosis","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/A5020299099","display_name":"Noor Nakhaei","orcid":"https://orcid.org/0000-0001-9629-0919"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Noor Nakhaei","raw_affiliation_strings":["Univ. of California, Los Angeles (United States)"],"affiliations":[{"raw_affiliation_string":"Univ. of California, Los Angeles (United States)","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016427952","display_name":"Chrysostomos Marasinou","orcid":"https://orcid.org/0000-0001-8459-1116"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chrysostomos Marasinou","raw_affiliation_strings":["Univ. of California, Los Angeles (United States)"],"affiliations":[{"raw_affiliation_string":"Univ. of California, Los Angeles (United States)","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070233273","display_name":"Akinyinka Omigbodun","orcid":"https://orcid.org/0000-0002-6377-9299"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akinyinka Omigbodun","raw_affiliation_strings":["Univ. of California, Los Angeles (United States)"],"affiliations":[{"raw_affiliation_string":"Univ. of California, Los Angeles (United States)","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088659416","display_name":"Nina Capiro","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nina Capiro","raw_affiliation_strings":["Univ. of California, Los Angeles (United States)"],"affiliations":[{"raw_affiliation_string":"Univ. of California, Los Angeles (United States)","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374369","display_name":"Bo Li","orcid":"https://orcid.org/0000-0001-8200-6948"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Univ. of California, Los Angeles (United States)"],"affiliations":[{"raw_affiliation_string":"Univ. of California, Los Angeles (United States)","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103389615","display_name":"Anne Hoyt","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anne Hoyt","raw_affiliation_strings":["Univ. of California, Los Angeles (United States)"],"affiliations":[{"raw_affiliation_string":"Univ. of California, Los Angeles (United States)","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016291944","display_name":"William Hsu","orcid":"https://orcid.org/0000-0002-5168-070X"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Hsu","raw_affiliation_strings":["Univ. of California, Los Angeles (United States)"],"affiliations":[{"raw_affiliation_string":"Univ. of California, Los Angeles (United States)","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5020299099"],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02466079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998000264167786,"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/T10862","display_name":"AI in cancer detection","score":0.9998000264167786,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.98580002784729,"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/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.8550288677215576},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5797052979469299},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.5628439784049988},{"id":"https://openalex.org/keywords/core-biopsy","display_name":"Core biopsy","score":0.5260058641433716},{"id":"https://openalex.org/keywords/microcalcification","display_name":"Microcalcification","score":0.5242429375648499},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.4995605945587158},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.48167669773101807},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.47125864028930664},{"id":"https://openalex.org/keywords/digital-radiography","display_name":"Digital radiography","score":0.4156222939491272},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.25201913714408875},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.12408679723739624},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.05366307497024536}],"concepts":[{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.8550288677215576},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5797052979469299},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.5628439784049988},{"id":"https://openalex.org/C3019914693","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Core biopsy","level":4,"score":0.5260058641433716},{"id":"https://openalex.org/C2781129008","wikidata":"https://www.wikidata.org/wiki/Q1933877","display_name":"Microcalcification","level":5,"score":0.5242429375648499},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.4995605945587158},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.48167669773101807},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.47125864028930664},{"id":"https://openalex.org/C2781305912","wikidata":"https://www.wikidata.org/wiki/Q1225030","display_name":"Digital radiography","level":3,"score":0.4156222939491272},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.25201913714408875},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.12408679723739624},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.05366307497024536}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2582258","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2582258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2021: Computer-Aided Diagnosis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2378946663","https://openalex.org/W2031284012","https://openalex.org/W2354834859","https://openalex.org/W2144299087","https://openalex.org/W2557931800","https://openalex.org/W2116047071","https://openalex.org/W54977395","https://openalex.org/W1540588256","https://openalex.org/W4378191048","https://openalex.org/W3032048916"],"abstract_inverted_index":{"Accurate":[0],"characterization":[1,25],"of":[2,26,57,63],"suspicious":[3],"microcalcifications":[4,27,50,92],"is":[5,20],"critical":[6],"to":[7,21,53,61],"determine":[8],"whether":[9],"these":[10],"calcifications":[11,64],"are":[12,66],"associated":[13],"with":[14],"invasive":[15],"disease.":[16],"Our":[17,70],"overarching":[18],"objective":[19],"enable":[22],"the":[23,88],"joint":[24],"and":[28,35,83],"surrounding":[29],"breast":[30],"tissue":[31],"using":[32],"mammography":[33],"images":[34],"digital":[36],"histopathology":[37],"images.":[38],"Towards":[39],"this":[40],"goal,":[41],"we":[42],"investigate":[43],"a":[44,73,96],"template":[45],"matching-based":[46],"approach":[47,71],"that":[48,65],"utilizes":[49],"as":[51],"landmarks":[52],"match":[54],"radiographs":[55],"taken":[56,94],"biopsy":[58],"core":[59,97],"specimens":[60],"groups":[62],"visible":[67],"on":[68],"mammography.":[69],"achieved":[72],"high":[74],"negative":[75],"predictive":[76],"value":[77],"(0.98)":[78],"but":[79],"modest":[80],"precision":[81],"(0.66)":[82],"recall":[84],"(0.58)":[85],"in":[86],"identifying":[87],"mammographic":[89],"region":[90],"where":[91],"were":[93],"during":[95],"needle":[98],"biopsy.":[99]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
