{"id":"https://openalex.org/W2162741080","doi":"https://doi.org/10.1007/978-3-540-75759-7_46","title":"Quantifying Heterogeneity in Dynamic Contrast-Enhanced MRI Parameter Maps","display_name":"Quantifying Heterogeneity in Dynamic Contrast-Enhanced MRI Parameter Maps","publication_year":2007,"publication_date":"2007-10-11","ids":{"openalex":"https://openalex.org/W2162741080","doi":"https://doi.org/10.1007/978-3-540-75759-7_46","mag":"2162741080","pmid":"https://pubmed.ncbi.nlm.nih.gov/18044591"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-75759-7_46","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-75759-7_46","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-75759-7_46.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-75759-7_46.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103562427","display_name":"Canberra Rose","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C. J. Rose","raw_affiliation_strings":["Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016526278","display_name":"Samantha J. Mills","orcid":"https://orcid.org/0000-0002-1017-6654"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"S. Mills","raw_affiliation_strings":["Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091801564","display_name":"James P.B. O\u2019Connor","orcid":"https://orcid.org/0000-0002-4044-8497"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. P. B. O\u2019Connor","raw_affiliation_strings":["Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111948690","display_name":"G. Buonaccorsi","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"G. A. Buonaccorsi","raw_affiliation_strings":["Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075708776","display_name":"Caleb Roberts","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C. Roberts","raw_affiliation_strings":["Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111968808","display_name":"Y. Watson","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Y. Watson","raw_affiliation_strings":["Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014958681","display_name":"Brandon Whitcher","orcid":"https://orcid.org/0000-0002-6452-2399"},"institutions":[{"id":"https://openalex.org/I188950975","display_name":"GlaxoSmithKline (United Kingdom)","ror":"https://ror.org/01xsqw823","country_code":"GB","type":"company","lineage":["https://openalex.org/I188950975"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"B. Whitcher","raw_affiliation_strings":["MRI Modelling, GlaxoSmithKline, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRI Modelling, GlaxoSmithKline, London, United Kingdom","institution_ids":["https://openalex.org/I188950975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023247842","display_name":"Gordon C. Jayson","orcid":"https://orcid.org/0000-0002-8515-8944"},"institutions":[{"id":"https://openalex.org/I2801316944","display_name":"Cancer Research UK","ror":"https://ror.org/054225q67","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2801316944"]},{"id":"https://openalex.org/I4210131968","display_name":"The Christie Hospital","ror":"https://ror.org/03nd63441","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210131968","https://openalex.org/I4210133995"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"G. Jayson","raw_affiliation_strings":["Cancer Research UK Dept. of Medical Oncology, Christie Hospital, Manchester, United Kingdom","Cancer Research UK Dept.\u00a0of Medical Oncology, Christie\u00a0Hospital, Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cancer Research UK Dept. of Medical Oncology, Christie Hospital, Manchester, United Kingdom","institution_ids":["https://openalex.org/I2801316944","https://openalex.org/I4210131968"]},{"raw_affiliation_string":"Cancer Research UK Dept.\u00a0of Medical Oncology, Christie\u00a0Hospital, Manchester, United Kingdom","institution_ids":["https://openalex.org/I2801316944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028246201","display_name":"Alan Jackson","orcid":"https://orcid.org/0000-0002-1623-0383"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. Jackson","raw_affiliation_strings":["Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009215153","display_name":"Geoff J.M. Parker","orcid":"https://orcid.org/0000-0003-2934-2234"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"G. J. M. Parker","raw_affiliation_strings":["Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Imaging Science & Biomedical Engineering, The\u00a0University\u00a0of\u00a0Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.81,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92664386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"10","issue":"Pt 2","first_page":"376","last_page":"384"},"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":0.9991999864578247,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9966999888420105,"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/voxel","display_name":"Voxel","score":0.7700916528701782},{"id":"https://openalex.org/keywords/fractal-dimension","display_name":"Fractal dimension","score":0.6921311616897583},{"id":"https://openalex.org/keywords/box-counting","display_name":"Box counting","score":0.6658424735069275},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.6191832423210144},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6138337254524231},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.564755916595459},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5361841320991516},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.5308861136436462},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.45660972595214844},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.44309818744659424},{"id":"https://openalex.org/keywords/fractal","display_name":"Fractal","score":0.3883858025074005},{"id":"https://openalex.org/keywords/fractal-analysis","display_name":"Fractal analysis","score":0.25595706701278687},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.2553982734680176},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23198208212852478},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.22868093848228455},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17313113808631897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1717313528060913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.14881736040115356},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1466899812221527},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11997032165527344}],"concepts":[{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.7700916528701782},{"id":"https://openalex.org/C26546657","wikidata":"https://www.wikidata.org/wiki/Q1412452","display_name":"Fractal dimension","level":3,"score":0.6921311616897583},{"id":"https://openalex.org/C99008458","wikidata":"https://www.wikidata.org/wiki/Q4951583","display_name":"Box counting","level":5,"score":0.6658424735069275},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.6191832423210144},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6138337254524231},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.564755916595459},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5361841320991516},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.5308861136436462},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.45660972595214844},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.44309818744659424},{"id":"https://openalex.org/C40636538","wikidata":"https://www.wikidata.org/wiki/Q81392","display_name":"Fractal","level":2,"score":0.3883858025074005},{"id":"https://openalex.org/C162494671","wikidata":"https://www.wikidata.org/wiki/Q2845227","display_name":"Fractal analysis","level":4,"score":0.25595706701278687},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.2553982734680176},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23198208212852478},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.22868093848228455},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17313113808631897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1717313528060913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.14881736040115356},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1466899812221527},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11997032165527344},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"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":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-540-75759-7_46","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-75759-7_46","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-75759-7_46.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmid:18044591","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/18044591","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":"Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention","raw_type":null},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/80371af0-8db6-470a-9743-3315ba94c34a","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/80371af0-8db6-470a-9743-3315ba94c34a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Rose, C J, Mills, S, O'Connor, J, Buonaccorsi, G A, Roberts, C, Watson, Y, Whitcher, B, Jayson, G, Jackson, A & Parker, G J M 2007, Quantifying Heterogeneity in Dynamic Contrast-Enhanced MRI Parameter Maps. in Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2007. vol. 2, Lecture Notes in Computer Science, no. 4792, Springer Nature, pp. 376-84, 10th International Conference Medical Image Computing and Computer-Assisted Intervention , Brisbane, Australia, 29/10/07. https://doi.org/10.1007/978-3-540-75759-7_46","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/a5ef4eda-bedd-4aa4-8480-54e47026f211","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/a5ef4eda-bedd-4aa4-8480-54e47026f211","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Rose, C J, Mills, S, O'Connor, J P B, Buonaccorsi, G A, Roberts, C, Watson, Y, Whitcher, B, Jayson, G, Jackson, A & Parker, G J M 2007, 'Quantifying heterogeneity in dynamic contrast-enhanced MRI parameter maps', Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, vol. 10, no. Pt 2, pp. 376-84.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:westminsterresearch.westminster.ac.uk:w058w","is_oa":false,"landing_page_url":"https://westminsterresearch.westminster.ac.uk/item/w058w/quantifying-heterogeneity-in-dynamic-contrast-enhanced-mri-parameter-maps","pdf_url":null,"source":{"id":"https://openalex.org/S4306400277","display_name":"WestminsterResearch (University of Westminster)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94951947","host_organization_name":"University of Westminster","host_organization_lineage":["https://openalex.org/I94951947"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference-paper"}],"best_oa_location":{"id":"doi:10.1007/978-3-540-75759-7_46","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-75759-7_46","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-75759-7_46.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2162741080.pdf","grobid_xml":"https://content.openalex.org/works/W2162741080.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W33980575","https://openalex.org/W217928350","https://openalex.org/W1536266814","https://openalex.org/W2072626310","https://openalex.org/W2155045000","https://openalex.org/W2288444573","https://openalex.org/W4240032041","https://openalex.org/W4285719527","https://openalex.org/W6696371003"],"related_works":["https://openalex.org/W2394117909","https://openalex.org/W2896054214","https://openalex.org/W2355197944","https://openalex.org/W2017118246","https://openalex.org/W2360338089","https://openalex.org/W2354661593","https://openalex.org/W2382240109","https://openalex.org/W3095001701","https://openalex.org/W4312128086","https://openalex.org/W4312776762"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2025-10-10T00:00:00"}