{"id":"https://openalex.org/W4385064683","doi":"https://doi.org/10.1007/s11548-023-02990-3","title":"Multiple instance ensembling for paranasal anomaly classification in the maxillary sinus","display_name":"Multiple instance ensembling for paranasal anomaly classification in the maxillary sinus","publication_year":2023,"publication_date":"2023-07-21","ids":{"openalex":"https://openalex.org/W4385064683","doi":"https://doi.org/10.1007/s11548-023-02990-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/37479942"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-023-02990-3","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s11548-023-02990-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-023-02990-3.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"International Journal of Computer Assisted Radiology and Surgery","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/s11548-023-02990-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025653739","display_name":"Debayan Bhattacharya","orcid":"https://orcid.org/0009-0008-1519-2830"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Debayan Bhattacharya","raw_affiliation_strings":["Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany. debayan.bhattacharya@tuhh.de","Institute of Medical Technology and Intelligent Systems, Technische Universitaet Hamburg, Hamburg, Germany. debayan.bhattacharya@tuhh.de","Institute of Medical Technology and Intelligent Systems, Technische Universitaet Hamburg, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany. debayan.bhattacharya@tuhh.de","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]},{"raw_affiliation_string":"Institute of Medical Technology and Intelligent Systems, Technische Universitaet Hamburg, Hamburg, Germany. debayan.bhattacharya@tuhh.de","institution_ids":["https://openalex.org/I884043246"]},{"raw_affiliation_string":"Institute of Medical Technology and Intelligent Systems, Technische Universitaet Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I884043246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083173883","display_name":"Finn Behrendt","orcid":"https://orcid.org/0000-0001-7191-6508"},"institutions":[{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Finn Behrendt","raw_affiliation_strings":["Institute of Medical Technology and Intelligent Systems, Technische Universitaet Hamburg, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Technology and Intelligent Systems, Technische Universitaet Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I884043246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034001854","display_name":"Benjamin Becker","orcid":"https://orcid.org/0000-0002-8496-7731"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Tobias Becker","raw_affiliation_strings":["Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I4210108711","https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077491941","display_name":"Dirk Beyersdorff","orcid":null},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Beyersdorff","raw_affiliation_strings":["Clinic and Polyclinic for Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinic and Polyclinic for Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I4210108711","https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048036585","display_name":"Elina Petersen","orcid":"https://orcid.org/0000-0002-1235-5066"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elina Petersen","raw_affiliation_strings":["Population Health Research Department, University Heart and Vascular Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Population Health Research Department, University Heart and Vascular Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I4210108711","https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073536792","display_name":"Marvin Petersen","orcid":"https://orcid.org/0000-0001-6426-7167"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marvin Petersen","raw_affiliation_strings":["Clinic and Polyclinic for Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinic and Polyclinic for Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I4210108711","https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025865872","display_name":"Bastian Cheng","orcid":"https://orcid.org/0000-0003-2434-1822"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bastian Cheng","raw_affiliation_strings":["Clinic and Polyclinic for Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinic and Polyclinic for Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I4210108711","https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043962171","display_name":"Dennis Eggert","orcid":"https://orcid.org/0000-0002-6464-9373"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dennis Eggert","raw_affiliation_strings":["Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I4210108711","https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015522685","display_name":"Christian Betz","orcid":"https://orcid.org/0000-0003-3188-1026"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Betz","raw_affiliation_strings":["Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I4210108711","https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104263533","display_name":"Anna Sophie Hoffmann","orcid":null},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anna Sophie Hoffmann","raw_affiliation_strings":["Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology, Head and Neck Surgery and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I4210108711","https://openalex.org/I159176309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087348362","display_name":"Alexander Schlaefer","orcid":"https://orcid.org/0000-0001-9201-8854"},"institutions":[{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Schlaefer","raw_affiliation_strings":["Institute of Medical Technology and Intelligent Systems, Technische Universitaet Hamburg, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Technology and Intelligent Systems, Technische Universitaet Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I884043246"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5025653739"],"corresponding_institution_ids":["https://openalex.org/I159176309","https://openalex.org/I4210108711","https://openalex.org/I884043246"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":1.465,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81317907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"19","issue":"2","first_page":"223","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10984","display_name":"Sinusitis and nasal conditions","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"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/T10984","display_name":"Sinusitis and nasal conditions","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"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/T11812","display_name":"Nasal Surgery and Airway Studies","score":0.012799999676644802,"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/T11363","display_name":"Dental Radiography and Imaging","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/maxillary-sinus","display_name":"Maxillary sinus","score":0.6463337540626526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5307602286338806},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.44922110438346863},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4301312267780304},{"id":"https://openalex.org/keywords/dentistry","display_name":"Dentistry","score":0.22801563143730164}],"concepts":[{"id":"https://openalex.org/C2778705571","wikidata":"https://www.wikidata.org/wiki/Q6498170","display_name":"Maxillary sinus","level":2,"score":0.6463337540626526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5307602286338806},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.44922110438346863},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4301312267780304},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.22801563143730164},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006257","descriptor_name":"Head","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006257","descriptor_name":"Head","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006257","descriptor_name":"Head","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006257","descriptor_name":"Head","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006257","descriptor_name":"Head","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008443","descriptor_name":"Maxillary Sinus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008443","descriptor_name":"Maxillary Sinus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008443","descriptor_name":"Maxillary Sinus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008443","descriptor_name":"Maxillary Sinus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008443","descriptor_name":"Maxillary Sinus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s11548-023-02990-3","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s11548-023-02990-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-023-02990-3.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:37479942","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37479942","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":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10838850","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10838850","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10838850/pdf/11548_2023_Article_2990.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":"Int J Comput Assist Radiol Surg","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11548-023-02990-3","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s11548-023-02990-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-023-02990-3.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F3025293123","display_name":"Technische Universit\u00e4t Hamburg","ror":"https://ror.org/04bs1pb34"},{"id":"https://openalex.org/F4320335947","display_name":"Universit\u00e4tsklinikum Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385064683.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W44238923","https://openalex.org/W1968238645","https://openalex.org/W2001259904","https://openalex.org/W2001997931","https://openalex.org/W2030018460","https://openalex.org/W2042462825","https://openalex.org/W2062791478","https://openalex.org/W2083936119","https://openalex.org/W2156219691","https://openalex.org/W2411782062","https://openalex.org/W2472478057","https://openalex.org/W2951745747","https://openalex.org/W2963446712","https://openalex.org/W2987468537","https://openalex.org/W3011008306","https://openalex.org/W3021692896","https://openalex.org/W3120335526","https://openalex.org/W3129372892","https://openalex.org/W3137871222","https://openalex.org/W3157824156","https://openalex.org/W4214671063","https://openalex.org/W4221125690","https://openalex.org/W4249522930","https://openalex.org/W4283641828","https://openalex.org/W4308322073"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"PURPOSE:":[0],"Paranasal":[1],"anomalies":[2,246],"are":[3,49],"commonly":[4],"discovered":[5],"during":[6],"routine":[7],"radiological":[8],"screenings":[9],"and":[10,67,91,109,151,173,189,203,209,213,219,224],"can":[11,22,116,226],"present":[12],"with":[13,39,93,193],"a":[14,53,57,79,122,129,158,252,259],"wide":[15],"range":[16],"of":[17,77,99,128,147,185,199,234,244],"morphological":[18],"features.":[19],"This":[20],"diversity":[21],"make":[23],"it":[24],"difficult":[25],"for":[26,64,236,268],"convolutional":[27,81],"neural":[28,82],"networks":[29],"(CNNs)":[30],"to":[31,45,51,85,165,230,265],"accurately":[32,100],"classify":[33,86],"these":[34],"anomalies,":[35],"especially":[36],"when":[37],"working":[38],"limited":[40],"datasets.":[41],"Additionally,":[42,155],"current":[43],"approaches":[44],"paranasal":[46,237,269],"anomaly":[47,55,238,270],"classification":[48,153,168,183,271],"constrained":[50],"identifying":[52],"single":[54],"at":[56],"time.":[58],"These":[59],"challenges":[60],"necessitate":[61],"the":[62,75,102,126,138,145,148,232,242,248,273],"need":[63],"further":[65,166],"research":[66],"development":[68],"in":[69,182,247,272],"this":[70],"area.":[71],"METHODS:":[72],"We":[73,240,250],"investigate":[74],"feasibility":[76,243],"using":[78],"3D":[80,187,190],"network":[83],"(CNN)":[84],"healthy":[87],"maxillary":[88],"sinuses":[89],"(MS)":[90],"MS":[92,104,140],"polyps":[94],"or":[95],"cysts.":[96],"The":[97],"task":[98],"localizing":[101],"relevant":[103,139],"volume":[105],"within":[106],"larger":[107],"head":[108],"neck":[110],"Magnetic":[111],"Resonance":[112],"Imaging":[113],"(MRI)":[114],"scans":[115],"be":[117,227,266],"difficult,":[118],"but":[119,142],"we":[120,156,175],"develop":[121],"strategy":[123,255,262],"which":[124],"includes":[125],"use":[127],"novel":[130,260],"sampling":[131,172,208,218,257],"technique":[132],"that":[133,177,263],"not":[134],"only":[135],"effectively":[136],"localizes":[137],"volume,":[141],"also":[143],"increases":[144],"size":[146],"training":[149],"dataset":[150],"improves":[152],"results.":[154],"employ":[157],"Multiple":[159],"Instance":[160],"Ensembling":[161],"(MIE)":[162],"prediction":[163],"method":[164],"boost":[167],"performance.":[169],"RESULTS:":[170],"With":[171],"MIE,":[174,220],"observe":[176],"there":[178],"is":[179],"consistent":[180],"improvement":[181],"performance":[184],"all":[186],"ResNet":[188],"DenseNet":[191],"architecture":[192],"an":[194],"average":[195],"AUPRC":[196],"percentage":[197],"increase":[198],"21.86":[200],"\u00b1":[201,205,211,215],"11.92%":[202],"4.27":[204],"5.04%":[206],"by":[207,217],"28.86":[210],"12.80%":[212],"9.85":[214],"4.02%":[216],"respectively.":[221],"CONCLUSION:":[222],"Sampling":[223],"MIE":[225,261],"effective":[228],"techniques":[229],"improve":[231],"generalizability":[233],"CNNs":[235],"classification.":[239],"demonstrate":[241],"classifying":[245],"MS.":[249,274],"propose":[251],"data":[253],"enlarging":[254],"through":[256],"alongside":[258],"proves":[264],"beneficial":[267]},"counts_by_year":[{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
