{"id":"https://openalex.org/W4402581876","doi":"https://doi.org/10.1007/s10278-024-01212-9","title":"Out-of-Distribution Detection and Radiological Data Monitoring Using Statistical Process Control","display_name":"Out-of-Distribution Detection and Radiological Data Monitoring Using Statistical Process Control","publication_year":2024,"publication_date":"2024-09-16","ids":{"openalex":"https://openalex.org/W4402581876","doi":"https://doi.org/10.1007/s10278-024-01212-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/39284981"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-024-01212-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01212-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01212-9.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"0897-1889","issn":["0897-1889","1618-727X","2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01212-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026457059","display_name":"Ghada Zamzmi","orcid":"https://orcid.org/0000-0003-4723-5539"},"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":true,"raw_author_name":"Ghada Zamzmi","raw_affiliation_strings":["Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA. alzamzmigaa@fda.hhs.gov"],"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, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA. alzamzmigaa@fda.hhs.gov","institution_ids":["https://openalex.org/I1335686170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067665019","display_name":"K. Venkatesh","orcid":"https://orcid.org/0000-0001-8153-0115"},"institutions":[{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]},{"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"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I39565521","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I6059380","display_name":"University of Baltimore","ror":"https://ror.org/024gw2733","country_code":"US","type":"education","lineage":["https://openalex.org/I6059380"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kesavan Venkatesh","raw_affiliation_strings":["Department of Biomedical Engineering, Johns Hopkins University, 400 N. Charles St., Baltimore, MD, 21218, USA","Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Johns Hopkins University, 400 N. Charles St., Baltimore, MD, 21218, USA","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I6059380"]},{"raw_affiliation_string":"Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA","institution_ids":["https://openalex.org/I1320320070","https://openalex.org/I1335686170","https://openalex.org/I39565521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059620666","display_name":"Brandon Nelson","orcid":"https://orcid.org/0000-0001-9213-3131"},"institutions":[{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]},{"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"]},{"id":"https://openalex.org/I39565521","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brandon Nelson","raw_affiliation_strings":["Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA"],"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, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA","institution_ids":["https://openalex.org/I1320320070","https://openalex.org/I1335686170","https://openalex.org/I39565521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039422076","display_name":"Smriti Prathapan","orcid":null},"institutions":[{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]},{"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"]},{"id":"https://openalex.org/I39565521","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Smriti Prathapan","raw_affiliation_strings":["Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA"],"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, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA","institution_ids":["https://openalex.org/I1320320070","https://openalex.org/I1335686170","https://openalex.org/I39565521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015923200","display_name":"Paul H. Yi","orcid":"https://orcid.org/0000-0001-9433-8093"},"institutions":[{"id":"https://openalex.org/I126744593","display_name":"University of Maryland, Baltimore","ror":"https://ror.org/04rq5mt64","country_code":"US","type":"education","lineage":["https://openalex.org/I126744593"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Yi","raw_affiliation_strings":["University of Maryland School of Medicine, 685 W. Baltimore St., Baltimore, MD, 21201, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland School of Medicine, 685 W. Baltimore St., Baltimore, MD, 21201, USA","institution_ids":["https://openalex.org/I126744593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073468417","display_name":"Berkman Sahiner","orcid":"https://orcid.org/0000-0003-2804-2264"},"institutions":[{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]},{"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"]},{"id":"https://openalex.org/I39565521","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Berkman Sahiner","raw_affiliation_strings":["Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA"],"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, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA","institution_ids":["https://openalex.org/I1320320070","https://openalex.org/I1335686170","https://openalex.org/I39565521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084960775","display_name":"Jana G. Delfino","orcid":"https://orcid.org/0000-0001-9957-2866"},"institutions":[{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]},{"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"]},{"id":"https://openalex.org/I39565521","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jana G. Delfino","raw_affiliation_strings":["Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA"],"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, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA","institution_ids":["https://openalex.org/I1320320070","https://openalex.org/I1335686170","https://openalex.org/I39565521"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026457059"],"corresponding_institution_ids":["https://openalex.org/I1335686170"],"apc_list":{"value":4190,"currency":"USD","value_usd":4190},"apc_paid":{"value":4190,"currency":"USD","value_usd":4190},"fwci":5.798,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.97086435,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"38","issue":"2","first_page":"997","last_page":"1015"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9894999861717224,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9894999861717224,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9666000008583069,"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/statistical-process-control","display_name":"Statistical process control","score":0.75640869140625},{"id":"https://openalex.org/keywords/radiological-weapon","display_name":"Radiological weapon","score":0.7561314702033997},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48331761360168457},{"id":"https://openalex.org/keywords/control-chart","display_name":"Control chart","score":0.4138606786727905},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4128768742084503},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38851630687713623},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3500116467475891},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2163945436477661},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2091922163963318},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14164510369300842}],"concepts":[{"id":"https://openalex.org/C113644684","wikidata":"https://www.wikidata.org/wiki/Q1356717","display_name":"Statistical process control","level":3,"score":0.75640869140625},{"id":"https://openalex.org/C190892606","wikidata":"https://www.wikidata.org/wiki/Q3512464","display_name":"Radiological weapon","level":2,"score":0.7561314702033997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48331761360168457},{"id":"https://openalex.org/C196985124","wikidata":"https://www.wikidata.org/wiki/Q1369242","display_name":"Control chart","level":3,"score":0.4138606786727905},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4128768742084503},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38851630687713623},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3500116467475891},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2163945436477661},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2091922163963318},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14164510369300842},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1007/s10278-024-01212-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01212-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01212-9.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"0897-1889","issn":["0897-1889","1618-727X","2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},{"id":"pmid:39284981","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39284981","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":"Journal of imaging informatics in medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11950585","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11950585","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11950585/pdf/10278_2024_Article_1212.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging Inform Med","raw_type":"Text"},{"id":"pmh:oai:osti.gov:2543150","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2543150","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1007/s10278-024-01212-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01212-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01212-9.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"0897-1889","issn":["0897-1889","1618-727X","2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402581876.pdf","grobid_xml":"https://content.openalex.org/works/W4402581876.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2019794239","https://openalex.org/W2051903196","https://openalex.org/W2154839348","https://openalex.org/W2163922914","https://openalex.org/W2165781832","https://openalex.org/W2611650229","https://openalex.org/W2666784499","https://openalex.org/W2742457672","https://openalex.org/W2788633781","https://openalex.org/W2791103947","https://openalex.org/W2791655542","https://openalex.org/W2886281300","https://openalex.org/W2910094941","https://openalex.org/W2912664121","https://openalex.org/W2963995504","https://openalex.org/W2982306675","https://openalex.org/W2990064013","https://openalex.org/W3023773746","https://openalex.org/W3089347471","https://openalex.org/W3091303064","https://openalex.org/W3096597179","https://openalex.org/W3096655658","https://openalex.org/W3101156210","https://openalex.org/W3108123919","https://openalex.org/W3177617320","https://openalex.org/W3180957062","https://openalex.org/W3203730897","https://openalex.org/W3208763156","https://openalex.org/W4214824791","https://openalex.org/W4220839569","https://openalex.org/W4224941647","https://openalex.org/W4225699621","https://openalex.org/W4281681378","https://openalex.org/W4282960557","https://openalex.org/W4284974349","https://openalex.org/W4293004747","https://openalex.org/W4317436377","https://openalex.org/W4361003621","https://openalex.org/W4383377291","https://openalex.org/W4386362637","https://openalex.org/W4392283037","https://openalex.org/W4392904265","https://openalex.org/W4393571212","https://openalex.org/W6600585467","https://openalex.org/W6600648412","https://openalex.org/W6603654222","https://openalex.org/W6604197512"],"related_works":["https://openalex.org/W2346052352","https://openalex.org/W2181685535","https://openalex.org/W2260512244","https://openalex.org/W2752333462","https://openalex.org/W2080586055","https://openalex.org/W2051163852","https://openalex.org/W3106703763","https://openalex.org/W161582973","https://openalex.org/W2040862285","https://openalex.org/W2274251182"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"(ML)":[2],"models":[3],"often":[4],"fail":[5],"with":[6,52],"data":[7,23,43,83,102,171],"that":[8,46],"deviates":[9],"from":[10,192,199,210,236],"their":[11],"training":[12],"distribution.":[13],"This":[14,30],"is":[15,166,232],"a":[16,33,108,177,190,197,208,216,220],"significant":[17],"concern":[18],"for":[19,36,64,71,81,89,245],"ML-enabled":[20],"devices":[21],"as":[22,78],"drift":[24,44,69,178,184,209],"may":[25],"lead":[26],"to":[27,98,194,201,212],"unexpected":[28],"performance.":[29],"work":[31],"introduces":[32],"new":[34],"framework":[35,88,145,165,231],"out":[37],"of":[38,140],"distribution":[39],"(OOD)":[40],"detection":[41,73],"and":[42,49,68,77,94,129,159,173,207,234,248,255],"monitoring":[45,170],"combines":[47],"ML":[48,257],"geometric":[50],"methods":[51,63],"statistical":[53],"process":[54],"control":[55],"(SPC).":[56],"We":[57,85,106],"investigated":[58],"different":[59,252],"design":[60],"choices,":[61],"including":[62],"extracting":[65],"feature":[66],"representations":[67],"quantification":[70],"OOD":[72,92,142,151],"in":[74,101,149,154,157,161],"individual":[75,141],"images":[76,93],"an":[79],"approach":[80],"input":[82],"monitoring.":[84],"evaluated":[86],"the":[87,96,111,138,175,230,237],"both":[90],"identifying":[91,174],"demonstrating":[95],"ability":[97],"detect":[99],"shifts":[100],"streams":[103,172],"over":[104,185],"time.":[105],"demonstrated":[107],"proof-of-concept":[109],"via":[110],"following":[112],"tasks:":[113],"1)":[114],"differentiating":[115,122,131],"axial":[116,200],"vs.":[117,124,134],"non-axial":[118,202],"CT":[119,203],"images,":[120,143],"2)":[121],"CXR":[123,133,193],"other":[125],"radiographic":[126],"imaging":[127,253],"modalities,":[128],"3)":[130],"adult":[132,211],"pediatric":[135,162,213],"CXR.":[136,163],"For":[137],"identification":[139],"our":[144,181],"achieved":[146],"high":[147],"sensitivity":[148],"detecting":[150],"inputs:":[152],"0.980":[153],"CT,":[155],"0.984":[156],"CXR,":[158],"0.854":[160],"Our":[164],"also":[167],"adept":[168],"at":[169],"time":[176],"occurred.":[179],"In":[180],"simulations":[182],"tracking":[183],"time,":[186],"it":[187,242],"effectively":[188],"detected":[189],"shift":[191],"non-CXR":[195],"instantly,":[196],"transition":[198],"within":[204,215],"few":[205],"days,":[206],"CXRs":[214],"day-all":[217],"while":[218],"maintaining":[219],"low":[221],"false":[222],"positive":[223],"rate.":[224],"Through":[225],"additional":[226],"experiments,":[227],"we":[228],"demonstrate":[229],"modality-agnostic":[233],"independent":[235],"underlying":[238],"model":[239],"structure,":[240],"making":[241],"highly":[243],"customizable":[244],"specific":[246],"applications":[247],"broadly":[249],"applicable":[250],"across":[251],"modalities":[254],"deployed":[256],"models.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":12}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}