{"id":"https://openalex.org/W4391659079","doi":"https://doi.org/10.1007/s10278-024-00999-x","title":"Effects of Interobserver Segmentation Variability and Intensity Discretization on MRI-Based Radiomic Feature Reproducibility of Lipoma and Atypical Lipomatous Tumor","display_name":"Effects of Interobserver Segmentation Variability and Intensity Discretization on MRI-Based Radiomic Feature Reproducibility of Lipoma and Atypical Lipomatous Tumor","publication_year":2024,"publication_date":"2024-02-08","ids":{"openalex":"https://openalex.org/W4391659079","doi":"https://doi.org/10.1007/s10278-024-00999-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/38332405"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-024-00999-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-00999-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-00999-x.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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/s10278-024-00999-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087071632","display_name":"Salvatore Gitto","orcid":"https://orcid.org/0000-0002-3623-7822"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210113215","display_name":"Istituto Ortopedico Galeazzi","ror":"https://ror.org/01vyrje42","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210113215","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Gitto","raw_affiliation_strings":["Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso 173, 20157, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso 173, 20157, Milan, Italy","institution_ids":["https://openalex.org/I4210113215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058973104","display_name":"Renato Cuocolo","orcid":"https://orcid.org/0000-0002-1452-1574"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Renato Cuocolo","raw_affiliation_strings":["Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010908892","display_name":"Vincenzo Giannetta","orcid":null},"institutions":[{"id":"https://openalex.org/I154387261","display_name":"Vita-Salute San Raffaele University","ror":"https://ror.org/01gmqr298","country_code":"IT","type":"education","lineage":["https://openalex.org/I154387261"]},{"id":"https://openalex.org/I4210133214","display_name":"IRCCS Ospedale San Raffaele","ror":"https://ror.org/039zxt351","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210133214","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Giannetta","raw_affiliation_strings":["Diagnostic and Interventional Radiology Department, IRCCS Ospedale San Raffaele-Turro, Universit\u00e0 Vita-Salute San Raffaele, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Diagnostic and Interventional Radiology Department, IRCCS Ospedale San Raffaele-Turro, Universit\u00e0 Vita-Salute San Raffaele, Milan, Italy","institution_ids":["https://openalex.org/I4210133214","https://openalex.org/I154387261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089914482","display_name":"Julietta Badalyan","orcid":null},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Julietta Badalyan","raw_affiliation_strings":["Scuola Di Specializzazione in Statistica Sanitaria E Biometria, Universit\u00e0 Degli Studi Di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scuola Di Specializzazione in Statistica Sanitaria E Biometria, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113207058","display_name":"Filippo Di Luca","orcid":null},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Di Luca","raw_affiliation_strings":["Scuola Di Specializzazione in Radiodiagnostica, Universit\u00e0 Degli Studi Di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scuola Di Specializzazione in Radiodiagnostica, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032171525","display_name":"Stefano Fusco","orcid":"https://orcid.org/0000-0001-5926-4375"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Fusco","raw_affiliation_strings":["Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001958966","display_name":"Giulia Zantonelli","orcid":"https://orcid.org/0009-0005-4652-3223"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Zantonelli","raw_affiliation_strings":["Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009393412","display_name":"Domenico Albano","orcid":"https://orcid.org/0000-0001-7989-9861"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210113215","display_name":"Istituto Ortopedico Galeazzi","ror":"https://ror.org/01vyrje42","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210113215","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Albano","raw_affiliation_strings":["Dipartimento Di Scienze Biomediche, Chirurgiche Ed Odontoiatriche, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso 173, 20157, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento Di Scienze Biomediche, Chirurgiche Ed Odontoiatriche, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso 173, 20157, Milan, Italy","institution_ids":["https://openalex.org/I4210113215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014099826","display_name":"Carmelo Messina","orcid":"https://orcid.org/0000-0001-7518-5773"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210113215","display_name":"Istituto Ortopedico Galeazzi","ror":"https://ror.org/01vyrje42","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210113215","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carmelo Messina","raw_affiliation_strings":["Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso 173, 20157, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso 173, 20157, Milan, Italy","institution_ids":["https://openalex.org/I4210113215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079824065","display_name":"Luca Maria Sconfienza","orcid":"https://orcid.org/0000-0003-0759-8431"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210113215","display_name":"Istituto Ortopedico Galeazzi","ror":"https://ror.org/01vyrje42","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210113215","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca Maria Sconfienza","raw_affiliation_strings":["Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy. io@lucasconfienza.it","IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso 173, 20157, Milan, Italy. io@lucasconfienza.it","Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy. io@lucasconfienza.it","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso 173, 20157, Milan, Italy. io@lucasconfienza.it","institution_ids":["https://openalex.org/I4210113215"]},{"raw_affiliation_string":"Dipartimento Di Scienze Biomediche Per La Salute, Universit\u00e0 Degli Studi Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079824065"],"corresponding_institution_ids":["https://openalex.org/I189158943","https://openalex.org/I4210113215"],"apc_list":null,"apc_paid":null,"fwci":1.6938,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83011157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"37","issue":"3","first_page":"1187","last_page":"1200"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10253","display_name":"Sarcoma Diagnosis and Treatment","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T11485","display_name":"Gastrointestinal Tumor Research and Treatment","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/segmentation","display_name":"Segmentation","score":0.7271445989608765},{"id":"https://openalex.org/keywords/intraclass-correlation","display_name":"Intraclass correlation","score":0.6032013893127441},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5974060297012329},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.5599859356880188},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5452218651771545},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5217293500900269},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48638394474983215},{"id":"https://openalex.org/keywords/bin","display_name":"Bin","score":0.4817624092102051},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46719738841056824},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4619048237800598},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.46185624599456787},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4571831226348877},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.45079946517944336},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3482593297958374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3470269441604614},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.194688618183136},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1750119924545288},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.07782283425331116}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7271445989608765},{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.6032013893127441},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5974060297012329},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.5599859356880188},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5452218651771545},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5217293500900269},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48638394474983215},{"id":"https://openalex.org/C156273044","wikidata":"https://www.wikidata.org/wiki/Q4913766","display_name":"Bin","level":2,"score":0.4817624092102051},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46719738841056824},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4619048237800598},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.46185624599456787},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4571831226348877},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.45079946517944336},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3482593297958374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3470269441604614},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.194688618183136},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1750119924545288},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.07782283425331116},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","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":"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":"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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","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":"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":"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":"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":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008067","descriptor_name":"Lipoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","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":"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":"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":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1007/s10278-024-00999-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-00999-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-00999-x.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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:38332405","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38332405","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:air.unimi.it:2434/1028379","is_oa":true,"landing_page_url":"https://hdl.handle.net/2434/1028379","pdf_url":"https://air.unimi.it/bitstream/2434/1028379/2/s10278-024-00999-x.pdf","source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11169199","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11169199","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11169199/pdf/10278_2024_Article_999.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"}],"best_oa_location":{"id":"doi:10.1007/s10278-024-00999-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-00999-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-00999-x.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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/F4320313475","display_name":"Universit\u00e0 degli Studi di Milano","ror":"https://ror.org/00wjc7c48"},{"id":"https://openalex.org/F4320323054","display_name":"Associazione Italiana per la Ricerca sul Cancro","ror":"https://ror.org/02g2x7380"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391659079.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W772589830","https://openalex.org/W2104225295","https://openalex.org/W2127890285","https://openalex.org/W2146292423","https://openalex.org/W2146787063","https://openalex.org/W2174661749","https://openalex.org/W2327037637","https://openalex.org/W2755496220","https://openalex.org/W2767128594","https://openalex.org/W2791459212","https://openalex.org/W2801894005","https://openalex.org/W2912550564","https://openalex.org/W2922239950","https://openalex.org/W2931831064","https://openalex.org/W2963883833","https://openalex.org/W2966567485","https://openalex.org/W2977883299","https://openalex.org/W2998789541","https://openalex.org/W2999983340","https://openalex.org/W3001564701","https://openalex.org/W3010945647","https://openalex.org/W3013294478","https://openalex.org/W3014447915","https://openalex.org/W3096128909","https://openalex.org/W3164869764","https://openalex.org/W3165761235","https://openalex.org/W3168143229","https://openalex.org/W3168711853","https://openalex.org/W3209649023","https://openalex.org/W4200219389","https://openalex.org/W4211038654","https://openalex.org/W4213348503","https://openalex.org/W4220835089","https://openalex.org/W4221041352","https://openalex.org/W4223413980","https://openalex.org/W4223892213","https://openalex.org/W4290694859","https://openalex.org/W4291397340","https://openalex.org/W4309242885","https://openalex.org/W4310842598","https://openalex.org/W4315648279","https://openalex.org/W4361212593","https://openalex.org/W4362620144","https://openalex.org/W4365146798","https://openalex.org/W4368342591","https://openalex.org/W4381189631","https://openalex.org/W4384120639","https://openalex.org/W4386910046","https://openalex.org/W4389571435"],"related_works":["https://openalex.org/W2413717610","https://openalex.org/W2107701374","https://openalex.org/W1973270181","https://openalex.org/W1981806953","https://openalex.org/W2147363050","https://openalex.org/W2101066939","https://openalex.org/W1999666783","https://openalex.org/W2007969206","https://openalex.org/W3082028234","https://openalex.org/W1897324069"],"abstract_inverted_index":{"Segmentation":[0],"and":[1,23,36,59,94,133,150,180,214,223],"image":[2,83],"intensity":[3,24,87,224],"discretization":[4,25,88,149,189,225],"impact":[5],"on":[6,27,57,79],"radiomics":[7],"workflow.":[8],"The":[9],"aim":[10],"of":[11,19,30,127,200,212,219,231],"this":[12],"study":[13],"is":[14],"to":[15,73,75,139,143,153,157,195],"investigate":[16],"the":[17,28,63,125,169,201,220,235],"influence":[18,78],"interobserver":[20,232],"segmentation":[21,56,171,202,221],"variability":[22,233],"methods":[26],"reproducibility":[29],"MRI-based":[31],"radiomic":[32,98,210],"features":[33,99,129,211],"in":[34,242],"lipoma":[35,44,213],"atypical":[37],"lipomatous":[38],"tumor":[39,65],"(ALT).":[40],"Thirty":[41],"patients":[42],"with":[43,85,165,190],"or":[45],"ALT":[46,215],"were":[47,100,185],"retrospectively":[48],"included.":[49],"Three":[50],"readers":[51],"independently":[52],"performed":[53],"manual":[54],"contour-focused":[55,120],"T1-weighted":[58,132],"T2-weighted":[60,134],"sequences,":[61],"including":[62],"whole":[64],"volume.":[66],"Additionally,":[67],"a":[68,228,238],"marginal":[69],"erosion":[70],"was":[71],"applied":[72],"segmentations":[74],"evaluate":[76],"its":[77],"feature":[80,117,178,182],"reproducibility.":[81],"After":[82],"pre-processing,":[84],"included":[86],"employing":[89],"both":[90],"fixed":[91,146,160,191,196],"bin":[92,147,161,192,197],"number":[93,148],"width":[95,162,193],"approaches,":[96],"1106":[97],"extracted":[101,130],"from":[102,131,137,151],"each":[103],"sequence.":[104],"Intraclass":[105],"correlation":[106],"coefficient":[107],"(ICC)":[108],"95%":[109],"confidence":[110],"interval":[111],"lower":[112],"bound":[113],"\u2265":[114,174],"0.75":[115],"defined":[116],"stability.":[118],"In":[119,207],"vs.":[121,141,155],"margin":[122],"shrinkage":[123],"segmentation,":[124],"rates":[126,179],"stable":[128,177],"images":[135],"ranged":[136],"92.68":[138],"95.21%":[140],"90.69":[142],"95.66%":[144],"after":[145,159],"95.75":[152],"97.65%":[154],"95.39":[156],"96.47%":[158],"discretization,":[163],"respectively,":[164],"no":[166],"difference":[167],"between":[168],"two":[170],"approaches":[172],"(p":[173,204],"0.175).":[175],"Higher":[176],"higher":[181],"ICC":[183],"values":[184],"found":[186],"when":[187],"implementing":[188],"compared":[194],"number,":[198],"regardless":[199,218],"approach":[203,222],"<":[205],"0.001).":[206],"conclusion,":[208],"MRI":[209],"are":[216],"reproducible":[217],"method,":[226],"although":[227],"certain":[229],"degree":[230],"highlights":[234],"need":[236],"for":[237],"preliminary":[239],"reliability":[240],"analysis":[241],"future":[243],"studies.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}