{"id":"https://openalex.org/W2137500841","doi":"https://doi.org/10.1186/1472-6947-5-29","title":"Exploring cancer register data to find risk factors for recurrence of breast cancer \u2013 application of Canonical Correlation Analysis","display_name":"Exploring cancer register data to find risk factors for recurrence of breast cancer \u2013 application of Canonical Correlation Analysis","publication_year":2005,"publication_date":"2005-08-22","ids":{"openalex":"https://openalex.org/W2137500841","doi":"https://doi.org/10.1186/1472-6947-5-29","mag":"2137500841","pmid":"https://pubmed.ncbi.nlm.nih.gov/16111503"},"language":"en","primary_location":{"id":"doi:10.1186/1472-6947-5-29","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-5-29","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/1472-6947-5-29","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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 Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/1472-6947-5-29","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111483730","display_name":"Amir Reza Razavi","orcid":null},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Amir R Razavi","raw_affiliation_strings":["Division of Medical Informatics, Department of Biomedical Engineering, Link\u00f6ping University, Sweden. amirreza.razavi@imt.liu.se","Department of Biomedical Engineering, Division of Medical Informatics, Link\u00f6ping University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Informatics, Department of Biomedical Engineering, Link\u00f6ping University, Sweden. amirreza.razavi@imt.liu.se","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Division of Medical Informatics, Link\u00f6ping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103540718","display_name":"Hans Gill","orcid":null},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hans Gill","raw_affiliation_strings":["Department of Biomedical Engineering, Division of Medical Informatics, Link\u00f6ping University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Division of Medical Informatics, Link\u00f6ping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044198521","display_name":"Olle St\u00e5l","orcid":"https://orcid.org/0000-0002-8290-0592"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Olle St\u00e5l","raw_affiliation_strings":["Department of Biomedicine and Surgery, Division of Oncology, Link\u00f6ping University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedicine and Surgery, Division of Oncology, Link\u00f6ping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090512122","display_name":"M. Sundquist","orcid":"https://orcid.org/0000-0003-0766-8073"},"institutions":[{"id":"https://openalex.org/I4210139554","display_name":"Landstinget i Kalmar l\u00e4n","ror":"https://ror.org/033bc9f34","country_code":"SE","type":"government","lineage":["https://openalex.org/I4210139554"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Marie Sundquist","raw_affiliation_strings":["Department of Surgery, County Hospital, Kalmar, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, County Hospital, Kalmar, Sweden","institution_ids":["https://openalex.org/I4210139554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010524367","display_name":"Sten Thorstenson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139554","display_name":"Landstinget i Kalmar l\u00e4n","ror":"https://ror.org/033bc9f34","country_code":"SE","type":"government","lineage":["https://openalex.org/I4210139554"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Sten Thorstenson","raw_affiliation_strings":["Department of Pathology, County Hospital, Kalmar, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, County Hospital, Kalmar, Sweden","institution_ids":["https://openalex.org/I4210139554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039581309","display_name":"Hans \u00c5hlfeldt","orcid":null},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hans \u00c5hlfeldt","raw_affiliation_strings":["Department of Biomedical Engineering, Division of Medical Informatics, Link\u00f6ping University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Division of Medical Informatics, Link\u00f6ping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058719496","display_name":"Nosrat Shahsavar","orcid":null},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]},{"id":"https://openalex.org/I4210151885","display_name":"Link\u00f6ping University Hospital","ror":"https://ror.org/05h1aye87","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I4210151885"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Nosrat Shahsavar","raw_affiliation_strings":["Department of Biomedical Engineering, Division of Medical Informatics, Link\u00f6ping University, Sweden","Oncology Centre, University Hospital, Link\u00f6ping University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Division of Medical Informatics, Link\u00f6ping University, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Oncology Centre, University Hospital, Link\u00f6ping University, Sweden","institution_ids":["https://openalex.org/I4210151885"]}]},{"author_position":"last","author":{"id":null,"display_name":"the South-East Swedish Breast Cancer Study Group","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"the South-East Swedish Breast Cancer Study Group","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5111483730"],"corresponding_institution_ids":["https://openalex.org/I102134673"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":0.6475,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.73894671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"5","issue":"1","first_page":"29","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10183","display_name":"Breast Cancer Treatment Studies","score":0.16539999842643738,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10183","display_name":"Breast Cancer Treatment Studies","score":0.16539999842643738,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.15279999375343323,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.1151999980211258,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7813695669174194},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7084460258483887},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.6007381677627563},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5987354516983032},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.5665773749351501},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.5565704703330994},{"id":"https://openalex.org/keywords/proportional-hazards-model","display_name":"Proportional hazards model","score":0.5422694087028503},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5135284066200256},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4670119881629944},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.44965317845344543},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4455380141735077},{"id":"https://openalex.org/keywords/metastasis","display_name":"Metastasis","score":0.42052197456359863},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2239692509174347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0751027762889862}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7813695669174194},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7084460258483887},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.6007381677627563},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5987354516983032},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.5665773749351501},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.5565704703330994},{"id":"https://openalex.org/C50382708","wikidata":"https://www.wikidata.org/wiki/Q223218","display_name":"Proportional hazards model","level":2,"score":0.5422694087028503},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5135284066200256},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4670119881629944},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.44965317845344543},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4455380141735077},{"id":"https://openalex.org/C2779013556","wikidata":"https://www.wikidata.org/wiki/Q181876","display_name":"Metastasis","level":3,"score":0.42052197456359863},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2239692509174347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0751027762889862},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[{"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":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D005163","descriptor_name":"Factor Analysis, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005163","descriptor_name":"Factor Analysis, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005163","descriptor_name":"Factor Analysis, Statistical","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":"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":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000453","qualifier_name":"epidemiology","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":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","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":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013548","descriptor_name":"Sweden","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D013548","descriptor_name":"Sweden","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D013548","descriptor_name":"Sweden","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017063","descriptor_name":"Outcome Assessment, Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017063","descriptor_name":"Outcome Assessment, Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017063","descriptor_name":"Outcome Assessment, Health Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/1472-6947-5-29","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-5-29","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/1472-6947-5-29","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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 Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:16111503","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/16111503","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 informatics and decision making","raw_type":null},{"id":"pmh:oai:DiVA.org:liu-12706","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-12706","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in journal"},{"id":"pmh:oai:doaj.org/article:777dcef9fd8b42228cd724cd2c122c1c","is_oa":true,"landing_page_url":"https://doaj.org/article/777dcef9fd8b42228cd724cd2c122c1c","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 Informatics and Decision Making, Vol 5, Iss 1, p 29 (2005)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:1208892","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/1208892","pdf_url":null,"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 Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1472-6947-5-29","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-5-29","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/1472-6947-5-29","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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 Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8199999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320312350","display_name":"Forskningsr\u00e5det i Syd\u00f6stra Sverige","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2137500841.pdf","grobid_xml":"https://content.openalex.org/works/W2137500841.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W628712619","https://openalex.org/W1580788756","https://openalex.org/W1581151799","https://openalex.org/W1937057100","https://openalex.org/W1968897960","https://openalex.org/W1970646221","https://openalex.org/W1986529574","https://openalex.org/W1992795139","https://openalex.org/W1996866022","https://openalex.org/W1997292299","https://openalex.org/W2003024375","https://openalex.org/W2010871781","https://openalex.org/W2014268944","https://openalex.org/W2039976295","https://openalex.org/W2043806134","https://openalex.org/W2050818040","https://openalex.org/W2058777032","https://openalex.org/W2064085295","https://openalex.org/W2066343480","https://openalex.org/W2076599168","https://openalex.org/W2117814030","https://openalex.org/W2117853077","https://openalex.org/W2238191081","https://openalex.org/W2292765240","https://openalex.org/W2328646662","https://openalex.org/W2407464552","https://openalex.org/W2418800554","https://openalex.org/W3015634246","https://openalex.org/W3142071826","https://openalex.org/W4205463809","https://openalex.org/W4232023503","https://openalex.org/W4238757814","https://openalex.org/W4285719527","https://openalex.org/W4295063741"],"related_works":["https://openalex.org/W2367413540","https://openalex.org/W3127253221","https://openalex.org/W1968846550","https://openalex.org/W4387164999","https://openalex.org/W2006749424","https://openalex.org/W2155515508","https://openalex.org/W3131670725","https://openalex.org/W2334424990","https://openalex.org/W2736465386","https://openalex.org/W2354853260"],"abstract_inverted_index":{"BACKGROUND:":[0],"A":[1],"common":[2],"approach":[3],"in":[4,40,124,148,259],"exploring":[5],"register":[6],"data":[7,267],"is":[8,24,68,74],"to":[9,53,76,98,118,276],"find":[10,99],"relationships":[11,166],"between":[12,80,167],"outcomes":[13,56,105,130,173],"and":[14,36,83,112,117,129,159,170,180,202],"predictors":[15,82,101,128,192],"by":[16,266],"using":[17,157],"multiple":[18,55],"regression":[19],"analysis":[20,31,188],"(MRA).":[21],"If":[22],"there":[23],"more":[25],"than":[26],"one":[27],"outcome":[28,63],"variable,":[29],"the":[30,37,51,58,71,78,86,94,120,125,133,137,149,162,171,198,214,221,224,246,272],"must":[32],"then":[33],"be":[34,242],"repeated,":[35],"results":[38],"combined":[39],"some":[41],"arbitrary":[42],"fashion.":[43],"In":[44,234],"contrast,":[45],"Canonical":[46],"Correlation":[47],"Analysis":[48],"(CCA)":[49],"has":[50],"ability":[52],"analyze":[54],"at":[57,161,223],"same":[59],"time.":[60],"One":[61],"essential":[62],"after":[64,207],"breast":[65,107,144,194,252],"cancer":[66,108,145,195,235,253],"treatment":[67],"recurrence":[69,111,196],"of":[70,96,114,122,127,136,152,220,226,248,274],"disease.":[72],"It":[73],"important":[75,100,216,231,277],"understand":[77],"relationship":[79],"different":[81,104,175],"recurrence,":[84],"including":[85],"time":[87,176,225],"interval":[88],"until":[89],"recurrence.":[90,254],"This":[91,255],"study":[92],"describes":[93],"application":[95],"CCA":[97,158,240],"for":[102,106,141,193,244,251,263],"two":[103,172,200],"patients,":[109],"loco-regional":[110],"occurrence":[113],"distant":[115,203],"metastasis":[116,204],"decrease":[119],"number":[121,273],"variables":[123,275],"sets":[126],"without":[131],"decreasing":[132],"predictive":[134],"strength":[135],"model.":[138],"METHODS:":[139],"Data":[140],"637":[142],"malignant":[143],"patients":[146],"admitted":[147],"south-east":[150],"region":[151],"Sweden":[153],"were":[154,178],"analyzed.":[155],"By":[156],"looking":[160],"structure":[163],"coefficients":[164],"(loadings),":[165],"tumor":[168],"specifications":[169],"during":[174,197],"intervals":[177],"analyzed":[179],"a":[181,260],"correlation":[182],"model":[183,261],"was":[184,213,228],"built.":[185],"RESULTS:":[186],"The":[187],"successfully":[189],"detected":[190],"known":[191],"first":[199],"years":[201,206],"2-4":[205],"diagnosis.":[208],"Nottingham":[209],"Histologic":[210],"Grading":[211],"(NHG)":[212],"most":[215],"predictor,":[217],"while":[218],"age":[219],"patient":[222],"diagnosis":[227],"not":[229],"an":[230],"predictor.":[232],"CONCLUSION:":[233],"registers":[236],"with":[237],"high":[238],"dimensionality,":[239],"can":[241,257],"used":[243],"identifying":[245],"importance":[247],"risk":[249],"factors":[250],"technique":[256],"result":[258],"ready":[262],"further":[264],"processing":[265],"mining":[268],"methods":[269],"through":[270],"reducing":[271],"ones.":[278]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
