{"id":"https://openalex.org/W4391474716","doi":"https://doi.org/10.1186/s12880-024-01212-9","title":"Magnetic resonance imaging-based radiomics was used to evaluate the level of prognosis-related immune cell infiltration in breast cancer tumor microenvironment","display_name":"Magnetic resonance imaging-based radiomics was used to evaluate the level of prognosis-related immune cell infiltration in breast cancer tumor microenvironment","publication_year":2024,"publication_date":"2024-02-02","ids":{"openalex":"https://openalex.org/W4391474716","doi":"https://doi.org/10.1186/s12880-024-01212-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/38308230"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-024-01212-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01212-9","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01212-9","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01212-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084816183","display_name":"Hua Qian","orcid":"https://orcid.org/0000-0002-7237-7806"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Qian","raw_affiliation_strings":["Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102215751","display_name":"Xiaojing Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojing Ren","raw_affiliation_strings":["School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003415305","display_name":"Maosheng Xu","orcid":"https://orcid.org/0000-0002-2396-1600"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maosheng Xu","raw_affiliation_strings":["Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075279007","display_name":"Zhen Fang","orcid":"https://orcid.org/0000-0002-7073-8997"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Fang","raw_affiliation_strings":["Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023878117","display_name":"Ruixin Zhang","orcid":"https://orcid.org/0000-0002-2463-4839"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixin Zhang","raw_affiliation_strings":["Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088463738","display_name":"Yangyang Bu","orcid":null},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangyang Bu","raw_affiliation_strings":["Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012177063","display_name":"Changyu Zhou","orcid":"https://orcid.org/0000-0002-5125-1737"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changyu Zhou","raw_affiliation_strings":["Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China. tophorizon@zcmu.edu.cn","School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China. tophorizon@zcmu.edu.cn","Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China. tophorizon@zcmu.edu.cn","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of the First Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China. tophorizon@zcmu.edu.cn","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), China , 54 Youdian Road, Hangzhou, 310006, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012177063"],"corresponding_institution_ids":["https://openalex.org/I114539943"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":2.9429,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91026838,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"24","issue":"1","first_page":"31","last_page":"31"},"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":0.7360000014305115,"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":0.7360000014305115,"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/T10158","display_name":"Cancer Immunotherapy and Biomarkers","score":0.14079999923706055,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T11297","display_name":"Ferroptosis and cancer prognosis","score":0.065700002014637,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7426018714904785},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7412121891975403},{"id":"https://openalex.org/keywords/proportional-hazards-model","display_name":"Proportional hazards model","score":0.6536102890968323},{"id":"https://openalex.org/keywords/immune-system","display_name":"Immune system","score":0.6331380605697632},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.6038207411766052},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.5404537320137024},{"id":"https://openalex.org/keywords/tumor-microenvironment","display_name":"Tumor microenvironment","score":0.4856196939945221},{"id":"https://openalex.org/keywords/univariate-analysis","display_name":"Univariate analysis","score":0.4739420711994171},{"id":"https://openalex.org/keywords/infiltration","display_name":"Infiltration (HVAC)","score":0.46763375401496887},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4548223614692688},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.40026187896728516},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3369324803352356},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2908209562301636},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.13891252875328064}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7426018714904785},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7412121891975403},{"id":"https://openalex.org/C50382708","wikidata":"https://www.wikidata.org/wiki/Q223218","display_name":"Proportional hazards model","level":2,"score":0.6536102890968323},{"id":"https://openalex.org/C8891405","wikidata":"https://www.wikidata.org/wiki/Q1059","display_name":"Immune system","level":2,"score":0.6331380605697632},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6038207411766052},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.5404537320137024},{"id":"https://openalex.org/C2776107976","wikidata":"https://www.wikidata.org/wiki/Q1786433","display_name":"Tumor microenvironment","level":3,"score":0.4856196939945221},{"id":"https://openalex.org/C144301174","wikidata":"https://www.wikidata.org/wiki/Q7893852","display_name":"Univariate analysis","level":3,"score":0.4739420711994171},{"id":"https://openalex.org/C153400128","wikidata":"https://www.wikidata.org/wiki/Q3150731","display_name":"Infiltration (HVAC)","level":2,"score":0.46763375401496887},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4548223614692688},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.40026187896728516},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3369324803352356},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2908209562301636},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.13891252875328064},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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":"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":"Q000000981","qualifier_name":"diagnostic imaging","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":"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059016","descriptor_name":"Tumor Microenvironment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059016","descriptor_name":"Tumor Microenvironment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059016","descriptor_name":"Tumor Microenvironment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059016","descriptor_name":"Tumor Microenvironment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-024-01212-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01212-9","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01212-9","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:38308230","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38308230","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":"BMC medical imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10835863","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10835863","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10835863/pdf/12880_2024_Article_1212.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:077a3b013ac94dda9172d45a705a5207","is_oa":true,"landing_page_url":"https://doaj.org/article/077a3b013ac94dda9172d45a705a5207","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 24, Iss 1, Pp 1-13 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-024-01212-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01212-9","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01212-9","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G981239017","display_name":null,"funder_award_id":"LGF21H180003","funder_id":"https://openalex.org/F4320338465","funder_display_name":"Zhejiang Province Public Welfare Technology Application Research Project"}],"funders":[{"id":"https://openalex.org/F4320322929","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87"},{"id":"https://openalex.org/F4320338465","display_name":"Zhejiang Province Public Welfare Technology Application Research Project","ror":null},{"id":"https://openalex.org/F4320338469","display_name":"Science and Technology Program of Zhejiang Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391474716.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1488814076","https://openalex.org/W1860015181","https://openalex.org/W1972999648","https://openalex.org/W1976199086","https://openalex.org/W1985987855","https://openalex.org/W2044702943","https://openalex.org/W2049491375","https://openalex.org/W2055436838","https://openalex.org/W2058631111","https://openalex.org/W2083927153","https://openalex.org/W2096283457","https://openalex.org/W2103004421","https://openalex.org/W2120338564","https://openalex.org/W2127890285","https://openalex.org/W2128856207","https://openalex.org/W2174661749","https://openalex.org/W2182711918","https://openalex.org/W2272719952","https://openalex.org/W2346265746","https://openalex.org/W2557222435","https://openalex.org/W2560367415","https://openalex.org/W2570396690","https://openalex.org/W2616461360","https://openalex.org/W2734865205","https://openalex.org/W2761809127","https://openalex.org/W2767128594","https://openalex.org/W2885326465","https://openalex.org/W2991489292","https://openalex.org/W3003903700","https://openalex.org/W3007007406","https://openalex.org/W3096656318","https://openalex.org/W3103676082","https://openalex.org/W4205917292","https://openalex.org/W4206344290"],"related_works":["https://openalex.org/W4210903696","https://openalex.org/W2156078606","https://openalex.org/W1975698825","https://openalex.org/W1984291133","https://openalex.org/W2092721488","https://openalex.org/W274490372","https://openalex.org/W2411442805","https://openalex.org/W2471405966","https://openalex.org/W2094620610","https://openalex.org/W1972351086"],"abstract_inverted_index":{"PURPOSE:":[0],"The":[1,251,276],"tumor":[2,303],"immune":[3,21,45,64,90,149,288],"microenvironment":[4,304],"is":[5],"a":[6,220,236,296],"valuable":[7],"source":[8],"of":[9,44,60,62,89,162,186,206,229,245,265,287],"information":[10],"for":[11,40,102,117,141,147,175,300],"predicting":[12],"prognosis":[13,27],"in":[14,48,67,94,153,212,271,291,305],"breast":[15,49,68,154,292],"cancer":[16,50,69,155,293],"(BRCA)":[17],"patients.":[18,51,96,104,156],"To":[19],"identify":[20],"cells":[22],"associated":[23],"with":[24,202,225,241,259],"BRCA":[25,95,103,176],"patient":[26],"from":[28,71,110],"the":[29,42,58,72,86,111,127,137,160,194,213,255,281,285,302],"Cancer":[30,112],"Genetic":[31],"Atlas":[32],"(TCGA),":[33],"we":[34,106],"established":[35,198,240],"an":[36,143,171,199,260],"MRI-based":[37,144,277],"radiomics":[38,145,278],"model":[39,146,201,222,238,253,279],"evaluating":[41,148],"degree":[43,59,286],"cell":[46,65,91,150,289],"infiltration":[47,61,92,151,290],"METHODS:":[52],"CIBERSORT":[53],"was":[54,223,239],"utilized":[55],"to":[56,84,135,159,192,283],"evaluate":[57,284],"22":[63],"types":[66],"patients":[70,119,177],"TCGA":[73],"database,":[74],"and":[75,78,125,131,209,215,232,235,248,263,268],"both":[76],"univariate":[77],"multivariate":[79],"Cox":[80,163],"regressions":[81],"were":[82,168,190],"employed":[83],"determine":[85],"prognostic":[87,100,173],"significance":[88],"levels":[93,152],"We":[97,197],"identified":[98,169],"independent":[99,172],"factors":[101],"Additionally,":[105,219],"obtained":[107],"imaging":[108,139,298],"features":[109,140,189],"Imaging":[113],"Archive":[114],"(TCIA)":[115],"database":[116],"73":[118],"who":[120],"underwent":[121],"preoperative":[122],"MRI":[123],"procedures,":[124],"used":[126],"Least":[128],"Absolute":[129],"Shrinkage":[130],"Selection":[132],"Operator":[133],"(LASSO)":[134],"select":[136],"best":[138],"constructing":[142],"RESULTS:":[157],"According":[158],"results":[161],"regression":[164],"analysis,":[165],"M2":[166],"macrophages":[167],"as":[170],"factor":[174],"(HR":[178],"=":[179],"32.288,":[180],"95%":[181],"CI:":[182],"3.100-357.478).":[183],"A":[184],"total":[185],"nine":[187],"significant":[188],"selected":[191],"calculate":[193],"radiomics-based":[195],"score.":[196],"intratumoral":[200],"AUCs":[203,226,242],"(95%":[204,227,243],"CI)":[205,228,244],"0.662":[207],"(0.495-0.802)":[208],"0.678":[210],"(0.438-0.901)":[211],"training":[214],"testing":[216,273],"cohorts,":[217],"respectively.":[218],"peritumoral":[221,252],"created":[224],"0.826":[230],"(0.710-0.924)":[231],"0.752":[233],"(0.525-0.957),":[234],"combined":[237],"0.843":[246],"(0.723-0.938)":[247],"0.744":[249],"(0.491-0.965).":[250],"demonstrated":[254],"highest":[256],"diagnostic":[257],"efficacy,":[258],"accuracy,":[261],"sensitivity,":[262],"specificity":[264],"0.773,":[266],"0.727,":[267],"0.818,":[269],"respectively,":[270],"its":[272],"cohort.":[274],"CONCLUSION:":[275],"has":[280],"potential":[282],"patients,":[294],"offering":[295],"non-invasive":[297],"biomarker":[299],"assessing":[301],"this":[306],"disease.":[307]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
