{"id":"https://openalex.org/W4402392576","doi":"https://doi.org/10.1148/radiol.232554","title":"Combining Radiomics and Autoencoders to Distinguish Benign and Malignant Breast Tumors on US Images","display_name":"Combining Radiomics and Autoencoders to Distinguish Benign and Malignant Breast Tumors on US Images","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4402392576","doi":"https://doi.org/10.1148/radiol.232554","pmid":"https://pubmed.ncbi.nlm.nih.gov/39254446"},"language":"en","primary_location":{"id":"doi:10.1148/radiol.232554","doi":"https://doi.org/10.1148/radiol.232554","is_oa":true,"landing_page_url":"https://doi.org/10.1148/radiol.232554","pdf_url":null,"source":{"id":"https://openalex.org/S50280174","display_name":"Radiology","issn_l":"0033-8419","issn":["0033-8419","1527-1315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315931","host_organization_name":"Radiological Society of North America","host_organization_lineage":["https://openalex.org/P4310315931"],"host_organization_lineage_names":["Radiological Society of North America"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radiology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1148/radiol.232554","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082106124","display_name":"Zuzanna Magnuska","orcid":"https://orcid.org/0000-0001-5732-715X","observed_orcids":["https://orcid.org/0000-0001-5732-715X"]},"institutions":[{"id":"https://openalex.org/I4210120689","display_name":"Universit\u00e4tsklinikum Aachen","ror":"https://ror.org/02gm5zw39","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210120689"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zuzanna Anna Magnuska","raw_affiliation_strings":["From the Institute for Experimental Molecular Imaging (Z.A.M., R.R.,                     M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics                     and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH                     Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics                     Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive                     Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S.,                     E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen,                     Germany (P.B., V.S., F.K.)","From the Institute for Experimental Molecular Imaging (Z.A.M., R.R., M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S., E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany (P.B., V.S., F.K.)"],"raw_orcid":"https://orcid.org/0000-0001-5732-715X","affiliations":[{"raw_affiliation_string":"From the Institute for Experimental Molecular Imaging (Z.A.M., R.R.,                     M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics                     and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH                     Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics                     Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive                     Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S.,                     E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen,                     Germany (P.B., V.S., F.K.)","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]},{"raw_affiliation_string":"From the Institute for Experimental Molecular Imaging (Z.A.M., R.R., M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S., E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany (P.B., V.S., F.K.)","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058528499","display_name":"Rijo Roy","orcid":"https://orcid.org/0000-0002-7669-3179","observed_orcids":["https://orcid.org/0000-0002-7669-3179"]},"institutions":[{"id":"https://openalex.org/I4210120689","display_name":"Universit\u00e4tsklinikum Aachen","ror":"https://ror.org/02gm5zw39","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210120689"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rijo Roy","raw_affiliation_strings":["From the Institute for Experimental Molecular Imaging (Z.A.M., R.R.,                     M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics                     and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH                     Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; 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Physics                     Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive                     Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S.,                     E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen,                     Germany (P.B., V.S., F.K.)","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]},{"raw_affiliation_string":"From the Institute for Experimental Molecular Imaging (Z.A.M., R.R., M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S., E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany (P.B., V.S., F.K.)","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051656486","display_name":"Moritz Palmowski","orcid":"https://orcid.org/0000-0002-1632-4072","observed_orcids":["https://orcid.org/0000-0002-1632-4072"]},"institutions":[{"id":"https://openalex.org/I4210120689","display_name":"Universit\u00e4tsklinikum Aachen","ror":"https://ror.org/02gm5zw39","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210120689"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Palmowski","raw_affiliation_strings":["From the Institute for Experimental Molecular Imaging (Z.A.M., R.R.,                     M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics                     and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH                     Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics                     Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive                     Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S.,                     E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen,                     Germany (P.B., V.S., F.K.)","From the Institute for Experimental Molecular Imaging (Z.A.M., R.R., M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S., E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany (P.B., V.S., F.K.)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"From the Institute for Experimental Molecular Imaging (Z.A.M., R.R.,                     M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics                     and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH                     Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics                     Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive                     Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S.,                     E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen,                     Germany (P.B., V.S., F.K.)","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]},{"raw_affiliation_string":"From the Institute for Experimental Molecular Imaging (Z.A.M., R.R., M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S., E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany (P.B., V.S., F.K.)","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093017772","display_name":"Matthias Kohlen","orcid":"https://orcid.org/0009-0007-7720-8650","observed_orcids":["https://orcid.org/0009-0007-7720-8650"]},"institutions":[{"id":"https://openalex.org/I4210120689","display_name":"Universit\u00e4tsklinikum Aachen","ror":"https://ror.org/02gm5zw39","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210120689"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Kohlen","raw_affiliation_strings":["From the Institute for Experimental Molecular Imaging (Z.A.M., R.R.,                     M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics                     and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH                     Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics                     Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive                     Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S.,                     E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen,                     Germany (P.B., V.S., F.K.)","From the Institute for Experimental Molecular Imaging (Z.A.M., R.R., M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S., E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany (P.B., V.S., F.K.)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"From the Institute for Experimental Molecular Imaging (Z.A.M., R.R.,                     M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics                     and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH                     Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics                     Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive                     Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S.,                     E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen,                     Germany (P.B., V.S., F.K.)","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]},{"raw_affiliation_string":"From the Institute for Experimental Molecular Imaging (Z.A.M., R.R., M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S., E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany (P.B., V.S., F.K.)","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041450706","display_name":"B. Sophia Winkler","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210120689","display_name":"Universit\u00e4tsklinikum Aachen","ror":"https://ror.org/02gm5zw39","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210120689"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Brigitte Sophia Winkler","raw_affiliation_strings":["From the Institute for Experimental Molecular Imaging (Z.A.M., R.R.,                     M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics                     and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH                     Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics                     Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); 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Physics                     Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive                     Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S.,                     E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen,                     Germany (P.B., V.S., F.K.)","From the Institute for Experimental Molecular Imaging (Z.A.M., R.R., M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; Physics Institute III B, RWTH Aachen University, Aachen, Germany (V.S.); Comprehensive Diagnostic Center Aachen, Uniklinik RWTH Aachen, Aachen, Germany (P.B., V.S., E.S., F.K.); and Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany (P.B., V.S., F.K.)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"From the Institute for Experimental Molecular Imaging (Z.A.M., R.R.,                     M.P., V.S., F.K.), Institute of Pathology (P.B.), and Department of Obstetrics                     and Gynecology (M.K., B.S.W., T.P., K.K., E.S.), University Clinic Aachen, RWTH                     Aachen University, Forckenbeckstrasse 55, 52074 Aachen, Germany; 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