{"id":"https://openalex.org/W4317989700","doi":"https://doi.org/10.1007/s10278-023-00781-5","title":"MRI-Based Radiomics Approach Predicts Tumor Recurrence in ER\u2009+\u2009/HER2\u2009\u2212\u2009Early Breast Cancer Patients","display_name":"MRI-Based Radiomics Approach Predicts Tumor Recurrence in ER\u2009+\u2009/HER2\u2009\u2212\u2009Early Breast Cancer Patients","publication_year":2023,"publication_date":"2023-01-25","ids":{"openalex":"https://openalex.org/W4317989700","doi":"https://doi.org/10.1007/s10278-023-00781-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/36698037"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-023-00781-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-023-00781-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-023-00781-5.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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 Digital Imaging","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/s10278-023-00781-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040033261","display_name":"Piero Chiacchiaretta","orcid":"https://orcid.org/0000-0003-1089-9809"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Piero Chiacchiaretta","raw_affiliation_strings":["Advanced Computing Core, Center of Advanced Studies and Technology (CAST), \"G. d'Annunzio\" University of Chieti-Pescara, Chieti, Italy. p.chiacchiaretta@unich.it","Department of Innovative Technologies in Medicine and Odonoiatry, \"G. d'Annunzio\" University, Chieti, Italy. p.chiacchiaretta@unich.it","Advanced Computing Core, Center of Advanced Studies and Technology (CAST), \"G. d'Annunzio\" University of Chieti-Pescara, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Advanced Computing Core, Center of Advanced Studies and Technology (CAST), \"G. d'Annunzio\" University of Chieti-Pescara, Chieti, Italy. p.chiacchiaretta@unich.it","institution_ids":[]},{"raw_affiliation_string":"Department of Innovative Technologies in Medicine and Odonoiatry, \"G. d'Annunzio\" University, Chieti, Italy. p.chiacchiaretta@unich.it","institution_ids":[]},{"raw_affiliation_string":"Advanced Computing Core, Center of Advanced Studies and Technology (CAST), \"G. d'Annunzio\" University of Chieti-Pescara, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027959057","display_name":"Domenico Mastrodicasa","orcid":"https://orcid.org/0000-0001-8227-0757"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Domenico Mastrodicasa","raw_affiliation_strings":["Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030663012","display_name":"Antonio Maria Chiarelli","orcid":"https://orcid.org/0000-0002-5347-8417"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Maria Chiarelli","raw_affiliation_strings":["Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002011847","display_name":"Riccardo Luberti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149564","display_name":"Ospedale SS. Annunziata","ror":"https://ror.org/04hd4qy94","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210149564"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Luberti","raw_affiliation_strings":["Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy","institution_ids":["https://openalex.org/I4210149564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035153104","display_name":"Pierpaolo Croce","orcid":"https://orcid.org/0000-0001-7279-3052"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierpaolo Croce","raw_affiliation_strings":["Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081376867","display_name":"Mario Sguera","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149564","display_name":"Ospedale SS. Annunziata","ror":"https://ror.org/04hd4qy94","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210149564"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Sguera","raw_affiliation_strings":["Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy","institution_ids":["https://openalex.org/I4210149564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066391389","display_name":"Concetta Torrione","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149564","display_name":"Ospedale SS. Annunziata","ror":"https://ror.org/04hd4qy94","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210149564"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Concetta Torrione","raw_affiliation_strings":["Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy","institution_ids":["https://openalex.org/I4210149564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021693405","display_name":"Camilla Marinelli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Camilla Marinelli","raw_affiliation_strings":["Unit of Pathology, Breast Center EUSOMA, Ortona, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Pathology, Breast Center EUSOMA, Ortona, Chieti, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047134412","display_name":"Chiara Marchetti","orcid":"https://orcid.org/0000-0002-6361-4646"},"institutions":[{"id":"https://openalex.org/I4210149564","display_name":"Ospedale SS. Annunziata","ror":"https://ror.org/04hd4qy94","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210149564"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Marchetti","raw_affiliation_strings":["Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy","institution_ids":["https://openalex.org/I4210149564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057724074","display_name":"Domenico Angelucci","orcid":"https://orcid.org/0000-0003-2132-3362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angelucci Domenico","raw_affiliation_strings":["Unit of Pathology, Breast Center EUSOMA, Ortona, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Pathology, Breast Center EUSOMA, Ortona, Chieti, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042975469","display_name":"Giulio Cocco","orcid":"https://orcid.org/0000-0003-3458-5468"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulio Cocco","raw_affiliation_strings":["Unit of Ultrasound in Internal Medicine, Department of Medicine and Science of Aging, \"G. D'Annunzio\" University, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Ultrasound in Internal Medicine, Department of Medicine and Science of Aging, \"G. D'Annunzio\" University, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056453604","display_name":"Angela Di Credico","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149564","display_name":"Ospedale SS. Annunziata","ror":"https://ror.org/04hd4qy94","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210149564"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angela Di Credico","raw_affiliation_strings":["Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Radiology, \"Santissima Annunziata\" Hospital, Chieti, Italy","institution_ids":["https://openalex.org/I4210149564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008894786","display_name":"Alessandro Russo","orcid":"https://orcid.org/0000-0002-3365-1972"},"institutions":[{"id":"https://openalex.org/I4210162805","display_name":"Ospedale \"Floraspe Renzetti\"","ror":"https://ror.org/05503ny65","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210162805"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Russo","raw_affiliation_strings":["Unit of Radiology, \"Renzetti\" Hospital, Lanciano, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Radiology, \"Renzetti\" Hospital, Lanciano, Italy","institution_ids":["https://openalex.org/I4210162805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004868856","display_name":"Claudia D\u2019Eramo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113750","display_name":"Istituto Ortopedico Gaetano Pini","ror":"https://ror.org/02brpaf34","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210113750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudia D\u2019Eramo","raw_affiliation_strings":["Breast Unit, \"Gaetano Bernabeo\" Hospital, Ortona, Italy"],"affiliations":[{"raw_affiliation_string":"Breast Unit, \"Gaetano Bernabeo\" Hospital, Ortona, Italy","institution_ids":["https://openalex.org/I4210113750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086724658","display_name":"Antonio Corvino","orcid":"https://orcid.org/0000-0002-6608-6252"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Corvino","raw_affiliation_strings":["Motor Science and Wellness Department, University of Naples \"Parthenope\", 80133, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Motor Science and Wellness Department, University of Naples \"Parthenope\", 80133, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056134180","display_name":"Marco Colasurdo","orcid":"https://orcid.org/0000-0002-7823-3088"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Colasurdo","raw_affiliation_strings":["Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024277256","display_name":"Stefano L. Sensi","orcid":"https://orcid.org/0000-0002-0710-2574"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano L. Sensi","raw_affiliation_strings":["Advanced Computing Core, Center of Advanced Studies and Technology (CAST), \"G. d'Annunzio\" University of Chieti-Pescara, Chieti, Italy","Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Advanced Computing Core, Center of Advanced Studies and Technology (CAST), \"G. d'Annunzio\" University of Chieti-Pescara, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]},{"raw_affiliation_string":"Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051058262","display_name":"Marzia Muzi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113750","display_name":"Istituto Ortopedico Gaetano Pini","ror":"https://ror.org/02brpaf34","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210113750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marzia Muzi","raw_affiliation_strings":["Breast Unit, \"Gaetano Bernabeo\" Hospital, Ortona, Italy"],"affiliations":[{"raw_affiliation_string":"Breast Unit, \"Gaetano Bernabeo\" Hospital, Ortona, Italy","institution_ids":["https://openalex.org/I4210113750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051369652","display_name":"Massimo Caulo","orcid":"https://orcid.org/0000-0002-4507-2740"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Caulo","raw_affiliation_strings":["Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Neuroscience, Imaging and Clinical Sciences, \"G. d'Annunzio\" University, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038040517","display_name":"Andrea Delli Pizzi","orcid":"https://orcid.org/0000-0002-2011-3753"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Delli Pizzi","raw_affiliation_strings":["Department of Innovative Technologies in Medicine and Odonoiatry, \"G. d'Annunzio\" University, Chieti, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Innovative Technologies in Medicine and Odonoiatry, \"G. d'Annunzio\" University, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":20,"corresponding_author_ids":["https://openalex.org/A5040033261"],"corresponding_institution_ids":["https://openalex.org/I39387349"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":{"value":3190,"currency":"EUR","value_usd":4190},"fwci":3.257,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.91902229,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"36","issue":"3","first_page":"1071","last_page":"1080"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.998199999332428,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9979000091552734,"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/radiomics","display_name":"Radiomics","score":0.8969106674194336},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7008163928985596},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6758908033370972},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.49229562282562256},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.4634978473186493},{"id":"https://openalex.org/keywords/breast-mri","display_name":"Breast MRI","score":0.42926207184791565},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.41867464780807495},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.41715508699417114},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.3403014838695526},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.328634649515152}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.8969106674194336},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7008163928985596},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6758908033370972},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.49229562282562256},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.4634978473186493},{"id":"https://openalex.org/C2777111374","wikidata":"https://www.wikidata.org/wiki/Q4959770","display_name":"Breast MRI","level":5,"score":0.42926207184791565},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.41867464780807495},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.41715508699417114},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.3403014838695526},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.328634649515152}],"mesh":[{"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":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1007/s10278-023-00781-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-023-00781-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-023-00781-5.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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 Digital Imaging","raw_type":"journal-article"},{"id":"pmid:36698037","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36698037","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 digital imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10287859","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10287859","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10287859/pdf/10278_2023_Article_781.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"},{"id":"pmh:oai:ricerca.uniparthenope.it:11367/113897","is_oa":true,"landing_page_url":"https://hdl.handle.net/11367/113897","pdf_url":null,"source":{"id":"https://openalex.org/S4377196432","display_name":"CINECA IRIS Institutial research information system (Parthenope University of Naples)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183638586","host_organization_name":"Parthenope University of Naples","host_organization_lineage":["https://openalex.org/I183638586"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10278-023-00781-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-023-00781-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-023-00781-5.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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 Digital Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6000000238418579}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323475","display_name":"Universit\u00e0 degli Studi G. d'Annunzio Chieti - Pescara","ror":"https://ror.org/00qjgza05"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4317989700.pdf","grobid_xml":"https://content.openalex.org/works/W4317989700.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W180615875","https://openalex.org/W1559820277","https://openalex.org/W1739307575","https://openalex.org/W2038335084","https://openalex.org/W2046494038","https://openalex.org/W2090790364","https://openalex.org/W2105882193","https://openalex.org/W2113344831","https://openalex.org/W2115922446","https://openalex.org/W2117140276","https://openalex.org/W2118728607","https://openalex.org/W2128458647","https://openalex.org/W2131994307","https://openalex.org/W2138263042","https://openalex.org/W2154290668","https://openalex.org/W2159427817","https://openalex.org/W2166311434","https://openalex.org/W2166446427","https://openalex.org/W2191179271","https://openalex.org/W2267844613","https://openalex.org/W2296480568","https://openalex.org/W2309028480","https://openalex.org/W2346265746","https://openalex.org/W2409649574","https://openalex.org/W2586799448","https://openalex.org/W2593104572","https://openalex.org/W2609928112","https://openalex.org/W2616461360","https://openalex.org/W2618241983","https://openalex.org/W2623144351","https://openalex.org/W2632817523","https://openalex.org/W2751557908","https://openalex.org/W2763355946","https://openalex.org/W2767128594","https://openalex.org/W2785884561","https://openalex.org/W2789496878","https://openalex.org/W2796198656","https://openalex.org/W2805734855","https://openalex.org/W2806986802","https://openalex.org/W2885050713","https://openalex.org/W2886134044","https://openalex.org/W2888646712","https://openalex.org/W2895685433","https://openalex.org/W2899814155","https://openalex.org/W2902329469","https://openalex.org/W2917364154","https://openalex.org/W2923501617","https://openalex.org/W2938774370","https://openalex.org/W2947463548","https://openalex.org/W2964656561","https://openalex.org/W2980684393","https://openalex.org/W2982473912","https://openalex.org/W2985260969","https://openalex.org/W2988063103","https://openalex.org/W3007013198","https://openalex.org/W3084226913","https://openalex.org/W3092199341","https://openalex.org/W3109273176","https://openalex.org/W3130785111","https://openalex.org/W3131473355","https://openalex.org/W3131713303","https://openalex.org/W3135109851","https://openalex.org/W3165174637","https://openalex.org/W3195269283","https://openalex.org/W3216417916","https://openalex.org/W4211123279","https://openalex.org/W4214659683","https://openalex.org/W4238353533","https://openalex.org/W4243051815","https://openalex.org/W4300502931","https://openalex.org/W4310187992","https://openalex.org/W6748122315","https://openalex.org/W6773429615"],"related_works":["https://openalex.org/W1978828706","https://openalex.org/W4293567493","https://openalex.org/W2921288083","https://openalex.org/W3044502507","https://openalex.org/W2082435612","https://openalex.org/W4283166216","https://openalex.org/W2783391408","https://openalex.org/W3211468854","https://openalex.org/W3112202049","https://openalex.org/W3217010231"],"abstract_inverted_index":{"Oncotype":[0,72],"Dx":[1,73],"Recurrence":[2],"Score":[3],"(RS)":[4],"has":[5],"been":[6],"validated":[7],"in":[8,133,242,285],"patients":[9,58],"with":[10,59,129,230],"ER":[11,61,287],"+":[12,62,288],"/HER2":[13,63,289],"-":[14,64,290],"invasive":[15],"breast":[16,65,291],"carcinoma":[17],"to":[18,47,143,279],"estimate":[19],"patient":[20],"risk":[21,50,87,284],"of":[22,28,35,51,56,88,122,152,158,175,196,204,216,233],"recurrence":[23,283],"and":[24,43,71,85,103,147,212,250,253,261],"guide":[25],"the":[26,33,41,44,49,101,104,115,126,130,149,153,159,186,243,277,282],"use":[27],"adjuvant":[29],"chemotherapy.":[30],"We":[31],"investigated":[32],"role":[34],"MRI-based":[36],"radiomics":[37,123,160],"features":[38,97,124,128,195,240],"extracted":[39,99],"from":[40,100,266],"tumor":[42,52,89,102],"peritumoral":[45,105],"tissues":[46],"predict":[48,281],"recurrence.":[53,90],"A":[54,170,271],"total":[55],"62":[57],"biopsy-proved":[60],"cancer":[66,292],"who":[67],"underwent":[68],"pre-treatment":[69],"MRI":[70],"were":[74,98,246,259,264],"included.":[75],"An":[76],"RS":[77],">":[78],"25":[79],"was":[80,112,141,162,177,226],"considered":[81],"discriminant":[82],"between":[83,248],"low-intermediate":[84],"high":[86],"Two":[91],"readers":[92],"segmented":[93],"each":[94],"tumor.":[95],"Radiomics":[96],"tissues.":[106],"Partial":[107],"least":[108],"square":[109],"(PLS)":[110],"regression":[111],"used":[113,142],"as":[114],"multivariate":[116],"machine":[117,273],"learning":[118,274],"algorithm.":[119],"PLS":[120],"\u03b2-weights":[121,132],"included":[125,241],"5%":[127,176,245],"largest":[131],"magnitude":[134],"(top":[135],"5%).":[136],"Leave-one-out":[137],"nested":[138],"cross-validation":[139],"(nCV)":[140],"achieve":[144],"hyperparameter":[145],"optimization":[146],"evaluate":[148],"generalizable":[150],"performance":[151,157],"procedure.":[154],"The":[155,182,198,238],"diagnostic":[156],"model":[161],"assessed":[163],"through":[164],"receiver":[165],"operating":[166],"characteristic":[167],"(ROC)":[168],"analysis.":[169],"null":[171],"hypothesis":[172],"probability":[173],"threshold":[174],"chosen":[178],"(p":[179,206,235],"<":[180],"0.05).":[181,237],"exploratory":[183],"analysis":[184],"for":[185,228],"complete":[187],"dataset":[188],"revealed":[189],"an":[190,202,231],"average":[191],"absolute":[192],"correlation":[193],"among":[194],"0.51.":[197],"nCV":[199],"framework":[200],"delivered":[201],"AUC":[203,232],"0.76":[205],"=":[207,236],"1.1\u221910<sup>-3</sup>).":[208],"When":[209],"combining":[210],"\"early\"":[211],"\"peak\"":[213],"DCE":[214],"images":[215,268],"only":[217],"T":[218,249],"or":[219],"TST,":[220],"a":[221],"tendency":[222],"toward":[223],"statistical":[224],"significance":[225],"obtained":[227],"TST":[229,251],"0.61":[234],"47":[239],"top":[244],"balanced":[247],"(23":[252],"24,":[254],"respectively).":[255],"Moreover,":[256],"33/47":[257],"(70%)":[258],"texture-related,":[260],"25/47":[262],"(53%)":[263],"derived":[265],"high-resolution":[267],"(1":[269],"mm).":[270],"radiomics-based":[272],"approach":[275],"shows":[276],"potential":[278],"accurately":[280],"early":[286],"patients.":[293]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}