{"id":"https://openalex.org/W2071617033","doi":"https://doi.org/10.1109/tmi.2014.2384733","title":"Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning","display_name":"Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning","publication_year":2014,"publication_date":"2014-12-19","ids":{"openalex":"https://openalex.org/W2071617033","doi":"https://doi.org/10.1109/tmi.2014.2384733","mag":"2071617033","pmid":"https://pubmed.ncbi.nlm.nih.gov/25532205"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2014.2384733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2014.2384733","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cris.maastrichtuniversity.nl/en/publications/ad57392e-c5c1-4fb9-af09-f7e44afa9175","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051350171","display_name":"Arna van Engelen","orcid":"https://orcid.org/0000-0003-4145-0406"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Arna van Engelen","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Departments of Medical Informatics &amp; Radiology, Erasmus MC, Rotterdam, The Netherlands","Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Departments of Medical Informatics &amp; Radiology, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]},{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085972498","display_name":"Anouk C. van Dijk","orcid":"https://orcid.org/0000-0002-1301-9793"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Anouk C. van Dijk","raw_affiliation_strings":["Department of Radiology, Erasmus MC, Rotterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108679379","display_name":"Martine T.B. Truijman","orcid":"https://orcid.org/0000-0002-8514-4550"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Martine T. B. Truijman","raw_affiliation_strings":["Department of Radiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center, Maastricht, The Netherlands","Department of Radiology, Maastricht University Medical Center, Maastricht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I34352273"]},{"raw_affiliation_string":"Department of Radiology, Maastricht University Medical Center, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080136321","display_name":"Ronald van\u2019t Klooster","orcid":null},"institutions":[{"id":"https://openalex.org/I2800006345","display_name":"Leiden University Medical Center","ror":"https://ror.org/05xvt9f17","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800006345"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ronald van't Klooster","raw_affiliation_strings":["Division of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands","Division of Image Processing, Leiden University Medical Center, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Division of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands","institution_ids":["https://openalex.org/I2800006345"]},{"raw_affiliation_string":"Division of Image Processing, Leiden University Medical Center, Leiden, The Netherlands","institution_ids":["https://openalex.org/I2800006345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082259734","display_name":"Annegreet van Opbroek","orcid":"https://orcid.org/0000-0002-3731-0497"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Annegreet van Opbroek","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Departments of Medical Informatics &amp; Radiology, Erasmus MC, Rotterdam, The Netherlands","Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Departments of Medical Informatics &amp; Radiology, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]},{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006225939","display_name":"Aad van der Lugt","orcid":"https://orcid.org/0000-0002-6159-2228"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Aad van der Lugt","raw_affiliation_strings":["Department of Radiology, Erasmus MC, Rotterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038384386","display_name":"Wiro J. Niessen","orcid":"https://orcid.org/0000-0002-5822-1995"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wiro J. Niessen","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Departments of Medical Informatics &amp; Radiology, Erasmus MC, Rotterdam, The Netherlands","Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands","Department of Imaging Science and Technology, Delft University of Technology, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Departments of Medical Informatics &amp; Radiology, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]},{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]},{"raw_affiliation_string":"Department of Imaging Science and Technology, Delft University of Technology, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009602483","display_name":"M. Eline Kooi","orcid":"https://orcid.org/0000-0001-7562-5724"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. Eline Kooi","raw_affiliation_strings":["Department of Radiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center, Maastricht, The Netherlands","Department of Radiology, Maastricht University Medical Center, Maastricht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I34352273"]},{"raw_affiliation_string":"Department of Radiology, Maastricht University Medical Center, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023677285","display_name":"Marleen de Bruijne","orcid":"https://orcid.org/0000-0002-6328-902X"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marleen de Bruijne","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Departments of Medical Informatics &amp; Radiology, Erasmus MC, Rotterdam, The Netherlands","Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Departments of Medical Informatics &amp; Radiology, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]},{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5051350171"],"corresponding_institution_ids":["https://openalex.org/I2801952686","https://openalex.org/I913958620"],"apc_list":null,"apc_paid":null,"fwci":1.9348,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.86333297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"34","issue":"6","first_page":"1294","last_page":"1305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6917617321014404},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6769317984580994},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5976512432098389},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5869515538215637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5636188387870789},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5417538285255432},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5413017868995667},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5109137892723083},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4626947343349457},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45595622062683105},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4169503450393677},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.41329237818717957},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0996936559677124}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6917617321014404},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6769317984580994},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5976512432098389},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5869515538215637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5636188387870789},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5417538285255432},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5413017868995667},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5109137892723083},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4626947343349457},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45595622062683105},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4169503450393677},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.41329237818717957},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0996936559677124},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D002339","descriptor_name":"Carotid Arteries","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002339","descriptor_name":"Carotid Arteries","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002339","descriptor_name":"Carotid Arteries","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002340","descriptor_name":"Carotid Artery Diseases","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002340","descriptor_name":"Carotid Artery Diseases","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002340","descriptor_name":"Carotid Artery Diseases","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"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":"D058226","descriptor_name":"Plaque, Atherosclerotic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D058226","descriptor_name":"Plaque, Atherosclerotic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D058226","descriptor_name":"Plaque, Atherosclerotic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false}],"locations_count":9,"locations":[{"id":"doi:10.1109/tmi.2014.2384733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2014.2384733","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:25532205","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25532205","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":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire/ad57392e-c5c1-4fb9-af09-f7e44afa9175","is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/ad57392e-c5c1-4fb9-af09-f7e44afa9175","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"van Engelen, A, van Dijk, A C, Truijman, M T, van 't Klooster, R, van Opbroek, A, van der Lugt, A, Niessen, W J, Kooi, M E & de Bruijne, M 2015, 'Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning', Ieee Transactions on Medical Imaging, vol. 34, no. 6, pp. 1294-1305. https://doi.org/10.1109/TMI.2014.2384733","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:eur:oai:pure.eur.nl:publications/89c6c08d-fd77-416c-8020-264eb6d833a0","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/89c6c08d-fd77-416c-8020-264eb6d833a0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Medical Imaging, 34(6), 1294 - 1305. Institute of Electrical and Electronics Engineers Inc.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:lumc:oai:scholarlypublications.universiteitleiden.nl:item_2995282","is_oa":false,"landing_page_url":"http://hdl.handle.net/1887/114444","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Medical Imaging, 34(6), 1294 - 1305","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/e264d2e5-8b1f-4c0b-9fae-e35b5837a2d5","is_oa":false,"landing_page_url":"https://curis.ku.dk/portal/da/publications/multicenter-mri-carotid-plaque-component-segmentation-using-feature-normalization-and-transfer-learning(e264d2e5-8b1f-4c0b-9fae-e35b5837a2d5).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/e264d2e5-8b1f-4c0b-9fae-e35b5837a2d5","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/e264d2e5-8b1f-4c0b-9fae-e35b5837a2d5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"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":"van Engelen , A , van Dijk , A C , Truijman , M T B , van't Klooster , R , van Opbroek , A , van der Lugt , A , Niessen , W J , Kooi , M E & de Bruijne , M 2015 , ' Multi-center MRI carotid plaque component segmentation using feature normalization and transfer learning ' , IEEE Transactions on Medical Imaging , vol. 34 , no. 6 , pp. 1294-1305 . https://doi.org/10.1109/TMI.2014.2384733","raw_type":"article"},{"id":"pmh:oai:pure.eur.nl:openaire_cris_publications/89c6c08d-fd77-416c-8020-264eb6d833a0","is_oa":false,"landing_page_url":"http://hdl.handle.net/1765/86321","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"van Engelen, A, Dijk, A, Truijman, MTB, Klooster, R, Opbroek, A, van der Lugt, A, Niessen, W, Kooi, ME & de Bruijne, M 2015, 'Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning', IEEE Transactions on Medical Imaging, vol. 34, no. 6, pp. 1294-1305. https://doi.org/10.1109/TMI.2014.2384733","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:scholarlypublications.universiteitleiden.nl:item_2995282","is_oa":false,"landing_page_url":"https://hdl.handle.net/1887/114444","pdf_url":null,"source":{"id":"https://openalex.org/S4306400850","display_name":"Leiden Repository (Leiden University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121797337","host_organization_name":"Leiden University","host_organization_lineage":["https://openalex.org/I121797337"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"Article / Letter to editor"}],"best_oa_location":{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire/ad57392e-c5c1-4fb9-af09-f7e44afa9175","is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/ad57392e-c5c1-4fb9-af09-f7e44afa9175","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"van Engelen, A, van Dijk, A C, Truijman, M T, van 't Klooster, R, van Opbroek, A, van der Lugt, A, Niessen, W J, Kooi, M E & de Bruijne, M 2015, 'Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning', Ieee Transactions on Medical Imaging, vol. 34, no. 6, pp. 1294-1305. https://doi.org/10.1109/TMI.2014.2384733","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.49000000953674316,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G629491556","display_name":null,"funder_award_id":"(NWO)","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G8890570841","display_name":null,"funder_award_id":"01C-202","funder_id":"https://openalex.org/F4320323596","funder_display_name":"Center for Translational Molecular Medicine"}],"funders":[{"id":"https://openalex.org/F4320321642","display_name":"Hartstichting","ror":"https://ror.org/05nxhgm70"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320323596","display_name":"Center for Translational Molecular Medicine","ror":"https://ror.org/047wvvg23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W27229339","https://openalex.org/W44204743","https://openalex.org/W1570442965","https://openalex.org/W1976078781","https://openalex.org/W1976623067","https://openalex.org/W1977756163","https://openalex.org/W1984508486","https://openalex.org/W1991133961","https://openalex.org/W1992911390","https://openalex.org/W1996840648","https://openalex.org/W1996926581","https://openalex.org/W1999859636","https://openalex.org/W2003287898","https://openalex.org/W2007611050","https://openalex.org/W2019711911","https://openalex.org/W2021667545","https://openalex.org/W2022427932","https://openalex.org/W2027423064","https://openalex.org/W2033004960","https://openalex.org/W2033931260","https://openalex.org/W2048530377","https://openalex.org/W2050856345","https://openalex.org/W2066877695","https://openalex.org/W2068914392","https://openalex.org/W2078190171","https://openalex.org/W2088887890","https://openalex.org/W2089525740","https://openalex.org/W2090247156","https://openalex.org/W2096942540","https://openalex.org/W2099160365","https://openalex.org/W2099971677","https://openalex.org/W2115139789","https://openalex.org/W2117126193","https://openalex.org/W2117340355","https://openalex.org/W2117693547","https://openalex.org/W2120097311","https://openalex.org/W2121369614","https://openalex.org/W2140805857","https://openalex.org/W2153132720","https://openalex.org/W2154158661","https://openalex.org/W2165698076","https://openalex.org/W2167440917","https://openalex.org/W4240900378","https://openalex.org/W6648180527"],"related_works":["https://openalex.org/W2121429698","https://openalex.org/W2182042810","https://openalex.org/W4252230435","https://openalex.org/W55679925","https://openalex.org/W3080404860","https://openalex.org/W2046761971","https://openalex.org/W3144722888","https://openalex.org/W2364896863","https://openalex.org/W2389189059","https://openalex.org/W4288804231"],"abstract_inverted_index":{"Automated":[0],"segmentation":[1],"of":[2,49,74,86,97,143,179,233,242],"plaque":[3,19,24,95],"components":[4,96],"in":[5,30,108,192],"carotid":[6,94],"artery":[7],"magnetic":[8],"resonance":[9],"imaging":[10,28],"(MRI)":[11],"is":[12,52],"important":[13],"to":[14],"enable":[15],"large":[16],"studies":[17],"on":[18,56,65,239],"vulnerability,":[20],"and":[21,105,122,154,162,182,224],"for":[22,63,78,176,186,230],"incorporating":[23],"composition":[25],"as":[26],"an":[27,140],"biomarker":[29],"clinical":[31,98],"practice.":[32],"Especially":[33],"supervised":[34,50,87,234],"classification":[35,117],"techniques,":[36],"which":[37],"learn":[38],"from":[39,59,214],"labeled":[40],"examples,":[41],"have":[42],"shown":[43],"good":[44],"performance.":[45],"However,":[46],"a":[47,109,149,177],"disadvantage":[48],"methods":[51,235],"their":[53],"reduced":[54],"performance":[55],"data":[57,164],"different":[58,69,166,240],"the":[60,72,171,187,202,206,231],"training":[61],"data,":[62],"example":[64],"images":[66],"acquired":[67],"with":[68,125,165,201],"scanners.":[70],"Reducing":[71],"amount":[73],"manual":[75],"annotations":[76],"required":[77],"each":[79],"new":[80],"dataset":[81],"will":[82],"facilitate":[83],"widespread":[84],"implementation":[85],"methods.":[88],"In":[89],"this":[90],"paper":[91],"we":[92],"segment":[93],"interest":[99],"(fibrous":[100],"tissue,":[101,103],"lipid":[102],"calcification":[104],"intraplaque":[106],"hemorrhage)":[107],"multi-center":[110],"MRI":[111],"study.":[112],"We":[113,146,217],"perform":[114,237],"voxelwise":[115,193],"tissue":[116],"by":[118],"traditional":[119],"same-center":[120,134,204],"training,":[121,205],"compare":[123],"results":[124,173],"two":[126,156],"approaches":[127,137,189],"that":[128,159,170,215,219,236],"use":[129,139,160],"little":[130],"or":[131,194],"no":[132],"annotated":[133,141],"data.":[135,145],"These":[136],"additionally":[138],"set":[142],"different-center":[144,163],"evaluate":[147],"1)":[148],"nonlinear":[150],"feature":[151,180,222],"normalization":[152,181,223],"approach,":[153],"2)":[155],"transfer-learning":[157],"algorithms":[158],"same":[161],"weights.":[167],"Results":[168],"showed":[169],"best":[172],"were":[174,198],"obtained":[175],"combination":[178],"transfer":[183,225],"learning.":[184],"While":[185],"other":[188],"significant":[190,212],"differences":[191,213],"mean":[195],"volume":[196],"errors":[197],"found":[199],"compared":[200],"reference":[203],"proposed":[207],"approach":[208],"did":[209],"not":[210],"yield":[211],"reference.":[216],"conclude":[218],"both":[220],"extensive":[221],"learning":[226],"can":[227],"be":[228],"valuable":[229],"development":[232],"well":[238],"types":[241],"datasets.":[243]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
