{"id":"https://openalex.org/W3196777194","doi":"https://doi.org/10.1007/s10278-021-00509-3","title":"Quantitative Three-Dimensional Assessment of the Pharmacokinetic Parameters of Intra- and Peri-tumoural Tissues on Breast Dynamic Contrast-Enhanced Magnetic Resonance Imaging","display_name":"Quantitative Three-Dimensional Assessment of the Pharmacokinetic Parameters of Intra- and Peri-tumoural Tissues on Breast Dynamic Contrast-Enhanced Magnetic Resonance Imaging","publication_year":2021,"publication_date":"2021-09-10","ids":{"openalex":"https://openalex.org/W3196777194","doi":"https://doi.org/10.1007/s10278-021-00509-3","mag":"3196777194","pmid":"https://pubmed.ncbi.nlm.nih.gov/34508299"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-021-00509-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-021-00509-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-021-00509-3.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10278-021-00509-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068075710","display_name":"Anton Niukkanen","orcid":"https://orcid.org/0000-0001-7289-2341"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210092991","display_name":"Kuopio University Hospital","ror":"https://ror.org/00fqdfs68","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210092991"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"A. Niukkanen","raw_affiliation_strings":["Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland. antoni@uef.fi","Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland. antoni@uef.fi","Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland","Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland"],"raw_orcid":"https://orcid.org/0000-0001-7289-2341","affiliations":[{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland. antoni@uef.fi","institution_ids":["https://openalex.org/I4210092991","https://openalex.org/I175532246"]},{"raw_affiliation_string":"Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland. antoni@uef.fi","institution_ids":["https://openalex.org/I175532246"]},{"raw_affiliation_string":"Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland","institution_ids":["https://openalex.org/I175532246"]},{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland","institution_ids":["https://openalex.org/I4210092991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006056011","display_name":"Hidemi Okuma","orcid":"https://orcid.org/0000-0001-5325-2699"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210092991","display_name":"Kuopio University Hospital","ror":"https://ror.org/00fqdfs68","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210092991"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"H. Okuma","raw_affiliation_strings":["Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland","Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland","Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland","institution_ids":["https://openalex.org/I4210092991"]},{"raw_affiliation_string":"Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland","institution_ids":["https://openalex.org/I175532246"]},{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland","institution_ids":["https://openalex.org/I4210092991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024895874","display_name":"Mazen Sudah","orcid":null},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210092991","display_name":"Kuopio University Hospital","ror":"https://ror.org/00fqdfs68","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210092991"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"M. Sudah","raw_affiliation_strings":["Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland","Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland","Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland","institution_ids":["https://openalex.org/I4210092991"]},{"raw_affiliation_string":"Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland","institution_ids":["https://openalex.org/I175532246"]},{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland","institution_ids":["https://openalex.org/I4210092991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029186353","display_name":"P\u00e4ivi Auvinen","orcid":"https://orcid.org/0000-0002-2392-9395"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"P. Auvinen","raw_affiliation_strings":["Institute of Clinical Medicine, School of Medicine, Oncology, University of Eastern Finland, Kuopio, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Clinical Medicine, School of Medicine, Oncology, University of Eastern Finland, Kuopio, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088150654","display_name":"Graham J. Mann","orcid":"https://orcid.org/0000-0003-1301-405X"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"A. Mannermaa","raw_affiliation_strings":["Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000739218","display_name":"Timo Liimatainen","orcid":"https://orcid.org/0000-0001-7472-9900"},"institutions":[{"id":"https://openalex.org/I2799272722","display_name":"Oulu University Hospital","ror":"https://ror.org/045ney286","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2799272722"]},{"id":"https://openalex.org/I4210092991","display_name":"Kuopio University Hospital","ror":"https://ror.org/00fqdfs68","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210092991"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"T. Liimatainen","raw_affiliation_strings":["Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland","Department of Radiology, Oulu University Hospital, Oulu, Finland","Physics and Technology, Research Unit of Medical Imaging, University of Oulu, Oulu, Finland","Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland","institution_ids":["https://openalex.org/I4210092991"]},{"raw_affiliation_string":"Department of Radiology, Oulu University Hospital, Oulu, Finland","institution_ids":["https://openalex.org/I2799272722"]},{"raw_affiliation_string":"Physics and Technology, Research Unit of Medical Imaging, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland","institution_ids":["https://openalex.org/I4210092991"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026546218","display_name":"Ritva Vanninen","orcid":"https://orcid.org/0000-0003-2423-9350"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210092991","display_name":"Kuopio University Hospital","ror":"https://ror.org/00fqdfs68","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210092991"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"R. Vanninen","raw_affiliation_strings":["Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland","Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland","Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, PO BOX 100, 70029, KYS, Kuopio, Finland","institution_ids":["https://openalex.org/I4210092991"]},{"raw_affiliation_string":"Institute of Clinical Medicine, School of Medicine, Clinical Radiology, University of Eastern Finland, Kuopio, Finland","institution_ids":["https://openalex.org/I175532246"]},{"raw_affiliation_string":"Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, KYS, Kuopio, Finland","institution_ids":["https://openalex.org/I4210092991"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5068075710"],"corresponding_institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210092991"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":{"value":3190,"currency":"EUR","value_usd":4190},"fwci":1.0035,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.76159899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"34","issue":"5","first_page":"1110","last_page":"1119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11885","display_name":"MRI in cancer diagnosis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11885","display_name":"MRI in cancer diagnosis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9995999932289124,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dynamic-contrast","display_name":"Dynamic contrast","score":0.8440971374511719},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.8012228012084961},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6797134876251221},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6783233880996704},{"id":"https://openalex.org/keywords/dynamic-contrast-enhanced-mri","display_name":"Dynamic contrast-enhanced MRI","score":0.6524038314819336},{"id":"https://openalex.org/keywords/breast-mri","display_name":"Breast MRI","score":0.5527988076210022},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.5304934978485107},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.5303823351860046},{"id":"https://openalex.org/keywords/pharmacokinetics","display_name":"Pharmacokinetics","score":0.46534454822540283},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4332757592201233},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.41353660821914673},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3860720098018646},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.372453510761261},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.1811932921409607},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17912492156028748},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.13924703001976013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.06707316637039185}],"concepts":[{"id":"https://openalex.org/C2994142346","wikidata":"https://www.wikidata.org/wiki/Q353268","display_name":"Dynamic contrast","level":3,"score":0.8440971374511719},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.8012228012084961},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6797134876251221},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6783233880996704},{"id":"https://openalex.org/C41727105","wikidata":"https://www.wikidata.org/wiki/Q17009718","display_name":"Dynamic contrast-enhanced MRI","level":3,"score":0.6524038314819336},{"id":"https://openalex.org/C2777111374","wikidata":"https://www.wikidata.org/wiki/Q4959770","display_name":"Breast MRI","level":5,"score":0.5527988076210022},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.5304934978485107},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.5303823351860046},{"id":"https://openalex.org/C112705442","wikidata":"https://www.wikidata.org/wiki/Q323936","display_name":"Pharmacokinetics","level":2,"score":0.46534454822540283},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4332757592201233},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.41353660821914673},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3860720098018646},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.372453510761261},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.1811932921409607},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17912492156028748},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.13924703001976013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.06707316637039185},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001940","descriptor_name":"Breast","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":"D003287","descriptor_name":"Contrast Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003287","descriptor_name":"Contrast Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003287","descriptor_name":"Contrast Media","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":"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":"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":"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}],"locations_count":5,"locations":[{"id":"doi:10.1007/s10278-021-00509-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-021-00509-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-021-00509-3.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},{"id":"pmid:34508299","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34508299","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of digital imaging","raw_type":null},{"id":"pmh:oai:europepmc.org:7469329","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8555007","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"},{"id":"pmh:oai:oulu.fi:nbnfi-fe2021120358720","is_oa":true,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe2021120358720","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8555007","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8555007","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":"J Digit Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10278-021-00509-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-021-00509-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-021-00509-3.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.800000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310055","display_name":"It\u00e4-Suomen Yliopisto","ror":"https://ror.org/00cyydd11"},{"id":"https://openalex.org/F4320321726","display_name":"Suomen Kulttuurirahasto","ror":"https://ror.org/027xav248"},{"id":"https://openalex.org/F4320322356","display_name":"Kuopion Yliopistollinen Sairaala","ror":"https://ror.org/00fqdfs68"},{"id":"https://openalex.org/F4320323824","display_name":"Sy\u00f6p\u00e4j\u00e4rjest\u00f6t","ror":"https://ror.org/05pgg4z49"},{"id":"https://openalex.org/F4320326591","display_name":"Sy\u00f6p\u00e4s\u00e4\u00e4ti\u00f6","ror":null},{"id":"https://openalex.org/F4320335026","display_name":"Pohjois-Savon Rahasto","ror":"https://ror.org/027xav248"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3196777194.pdf","grobid_xml":"https://content.openalex.org/works/W3196777194.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1836878602","https://openalex.org/W1983866899","https://openalex.org/W1987268460","https://openalex.org/W1987739080","https://openalex.org/W1992419399","https://openalex.org/W1996471174","https://openalex.org/W2008021606","https://openalex.org/W2016859917","https://openalex.org/W2026223017","https://openalex.org/W2030653458","https://openalex.org/W2056433983","https://openalex.org/W2059667076","https://openalex.org/W2085512859","https://openalex.org/W2101160504","https://openalex.org/W2116333900","https://openalex.org/W2116529502","https://openalex.org/W2128739912","https://openalex.org/W2147415913","https://openalex.org/W2160374037","https://openalex.org/W2167279371","https://openalex.org/W2174661749","https://openalex.org/W2211891236","https://openalex.org/W2287391121","https://openalex.org/W2320879921","https://openalex.org/W2346265746","https://openalex.org/W2467628122","https://openalex.org/W2570078274","https://openalex.org/W2616461360","https://openalex.org/W2734865205","https://openalex.org/W2783263822","https://openalex.org/W2810250569","https://openalex.org/W2889261422","https://openalex.org/W2938774370","https://openalex.org/W2957759768","https://openalex.org/W2966641176","https://openalex.org/W2972447523","https://openalex.org/W2985003253","https://openalex.org/W4213279169","https://openalex.org/W6658152889"],"related_works":["https://openalex.org/W2384398519","https://openalex.org/W3134727734","https://openalex.org/W2361594098","https://openalex.org/W2080533451","https://openalex.org/W2030830335","https://openalex.org/W2354773683","https://openalex.org/W2170600226","https://openalex.org/W2511255923","https://openalex.org/W2117166342","https://openalex.org/W2567589226"],"abstract_inverted_index":{"We":[0,195,220],"aimed":[1],"to":[2,11,100,150,199,232,241],"assess":[3],"the":[4,44,106,118,170,201],"feasibility":[5],"of":[6,85,138,167,172,205],"three-dimensional":[7],"(3D)":[8],"segmentation":[9],"and":[10,38,65,117,134,177,187,209,216,234,239],"investigate":[12],"whether":[13,35],"semi-quantitative":[14],"dynamic":[15],"contrast-enhanced":[16],"magnetic":[17],"resonance":[18],"imaging":[19,230],"(DCE-MRI)":[20],"parameters":[21,41,111,224],"are":[22,48,54],"associated":[23],"with":[24,59,82,126,183],"traditional":[25],"prognostic":[26],"factors":[27],"for":[28],"breast":[29,45,63,67,206],"cancer.":[30],"In":[31],"addition,":[32],"we":[33],"evaluated":[34],"both":[36],"intra-tumoural":[37,133,176,215],"peri-tumoural":[39,135,178,217],"DCE":[40],"can":[42],"differentiate":[43],"cancers":[46],"that":[47,53,222],"more":[49],"aggressive":[50],"from":[51,105,114],"those":[52],"less":[55],"aggressive.":[56],"Consecutive":[57],"patients":[58,77],"newly":[60],"diagnosed":[61],"invasive":[62],"cancer":[64],"structural":[66],"MRI":[68],"(3.0":[69],"T)":[70],"were":[71,91,112,124,141],"included":[72],"after":[73],"informed":[74],"consent.":[75],"Fifty-six":[76],"(mean":[78],"age,":[79],"57":[80],"years)":[81],"mass":[83],"lesions":[84],">":[86],"7":[87],"mm":[88],"in":[89,143,169,213],"diameter":[90],"included.":[92],"A":[93],"semi-automatic":[94],"image":[95],"post-processing":[96],"algorithm":[97],"was":[98,193],"developed":[99,196],"measure":[101,200],"3D":[102,202],"pharmacokinetic":[103,223],"information":[104],"DCE-MRI":[107],"images.":[108],"The":[109,175,190],"kinetic":[110],"extracted":[113],"time-signal":[115],"curves,":[116],"absolute":[119],"tissue":[120,129,136],"contrast":[121,139],"agent":[122,140],"concentrations":[123,137],"calculated":[125],"a":[127,197],"reference":[128],"model.":[130],"Markedly,":[131],"higher":[132],"found":[142],"high-grade":[144,173,210],"tumours":[145,152,211],"(n":[146,153],"=":[147,154,161],"44)":[148],"compared":[149],"low-grade":[151],"12)":[155],"at":[156],"every":[157],"time":[158],"point":[159],"(P":[160],"0.006-0.040),":[162],"providing":[163],"positive":[164],"predictive":[165],"values":[166],"90.6-92.6%":[168],"classification":[171],"tumours.":[174],"signal":[179],"enhancement":[180,218],"ratios":[181],"correlated":[182],"tumour":[184,236],"grade,":[185],"size,":[186],"Ki67":[188],"activity.":[189],"intra-observer":[191],"reproducibility":[192],"excellent.":[194],"model":[198,233],"intensity":[203],"data":[204],"cancers.":[207],"Low-":[208],"differed":[212],"their":[214],"characteristics.":[219],"anticipate":[221],"will":[225],"be":[226],"increasingly":[227],"used":[228],"as":[229],"biomarkers":[231],"predict":[235],"behavior,":[237],"prognoses,":[238],"responses":[240],"treatment.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
