{"id":"https://openalex.org/W4390726385","doi":"https://doi.org/10.1016/j.cmpb.2024.108008","title":"End-to-end volumetric segmentation of white matter hyperintensities using deep learning","display_name":"End-to-end volumetric segmentation of white matter hyperintensities using deep learning","publication_year":2024,"publication_date":"2024-01-10","ids":{"openalex":"https://openalex.org/W4390726385","doi":"https://doi.org/10.1016/j.cmpb.2024.108008","pmid":"https://pubmed.ncbi.nlm.nih.gov/38290291"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2024.108008","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.cmpb.2024.108008","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062845488","display_name":"Sadaf Farkhani","orcid":"https://orcid.org/0000-0002-6911-3586"},"institutions":[{"id":"https://openalex.org/I2801942218","display_name":"Hvidovre Hospital","ror":"https://ror.org/00edrn755","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Sadaf Farkhani","raw_affiliation_strings":["Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark"],"affiliations":[{"raw_affiliation_string":"Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","institution_ids":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076934316","display_name":"Naiara Demnitz","orcid":"https://orcid.org/0000-0002-1481-2398"},"institutions":[{"id":"https://openalex.org/I2801942218","display_name":"Hvidovre Hospital","ror":"https://ror.org/00edrn755","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Naiara Demnitz","raw_affiliation_strings":["Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark"],"affiliations":[{"raw_affiliation_string":"Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","institution_ids":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089427888","display_name":"Carl\u2010Johan Boraxbekk","orcid":"https://orcid.org/0000-0002-4458-6475"},"institutions":[{"id":"https://openalex.org/I2801150652","display_name":"Frederiksberg Hospital","ror":"https://ror.org/00d264c35","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801150652"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2801942218","display_name":"Hvidovre Hospital","ror":"https://ror.org/00edrn755","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Carl-Johan Boraxbekk","raw_affiliation_strings":["Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","Department of Neurology, Copenhagen University Hospital Bispebjerg and Frederiksberg, Copenhagen, Denmark","Institute for Clinical Medicine, Faculty of Medical and Health Sciences, University of Copenhagen, Denmark","Institute of Sports Medicine Copenhagen (ISMC), Copenhagen University Hospital Bispebjerg and Frederiksberg, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Institute of Sports Medicine Copenhagen (ISMC), Copenhagen University Hospital Bispebjerg and Frederiksberg, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2801150652","https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","institution_ids":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Institute for Clinical Medicine, Faculty of Medical and Health Sciences, University of Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]},{"raw_affiliation_string":"Department of Neurology, Copenhagen University Hospital Bispebjerg and Frederiksberg, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2801150652","https://openalex.org/I2802567020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019994365","display_name":"Henrik Lundell","orcid":"https://orcid.org/0000-0002-7044-442X"},"institutions":[{"id":"https://openalex.org/I2801942218","display_name":"Hvidovre Hospital","ror":"https://ror.org/00edrn755","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Henrik Lundell","raw_affiliation_strings":["Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","Department of Health Technology, Technical University of Denmark, Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","institution_ids":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Department of Health Technology, Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048696924","display_name":"Hartwig R. Siebner","orcid":"https://orcid.org/0000-0002-3756-9431"},"institutions":[{"id":"https://openalex.org/I2801942218","display_name":"Hvidovre Hospital","ror":"https://ror.org/00edrn755","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I2801150652","display_name":"Frederiksberg Hospital","ror":"https://ror.org/00d264c35","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801150652"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Hartwig Roman Siebner","raw_affiliation_strings":["Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","Department of Neurology, Copenhagen University Hospital Bispebjerg and Frederiksberg, Copenhagen, Denmark","Institute for Clinical Medicine, Faculty of Medical and Health Sciences, University of Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","institution_ids":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Institute for Clinical Medicine, Faculty of Medical and Health Sciences, University of Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]},{"raw_affiliation_string":"Department of Neurology, Copenhagen University Hospital Bispebjerg and Frederiksberg, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2801150652","https://openalex.org/I2802567020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067524733","display_name":"Esben Thade Petersen","orcid":"https://orcid.org/0000-0001-7529-3432"},"institutions":[{"id":"https://openalex.org/I2801942218","display_name":"Hvidovre Hospital","ror":"https://ror.org/00edrn755","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Esben Thade Petersen","raw_affiliation_strings":["Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","Department of Health Technology, Technical University of Denmark, Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","institution_ids":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Department of Health Technology, Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032991538","display_name":"Kristoffer H. Madsen","orcid":"https://orcid.org/0000-0001-8606-7641"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]},{"id":"https://openalex.org/I2801942218","display_name":"Hvidovre Hospital","ror":"https://ror.org/00edrn755","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Kristoffer Hougaard Madsen","raw_affiliation_strings":["Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","Department of Applied Mathematics and Computer Science, Technical University of Denmark, Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Danish Research Center for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital\u2014Amager and Hvidovre, Hvidovre, Denmark","institution_ids":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]}]}],"institution_assertions":[{"id":"https://openalex.org/I4210145385","display_name":"Capital Region of Denmark","ror":"https://ror.org/049qz7x77","country_code":"DK","type":"government","lineage":["https://openalex.org/I4210145385"]}],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062845488"],"corresponding_institution_ids":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"],"apc_list":{"value":2880,"currency":"USD","value_usd":2880,"provenance":"doaj"},"apc_paid":{"value":2880,"currency":"USD","value_usd":2880,"provenance":"doaj"},"fwci":4.529,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":2,"citation_normalized_percentile":{"value":0.822752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":92,"max":95},"biblio":{"volume":"245","issue":null,"first_page":"108008","last_page":"108008"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9974,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9974,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9913,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9875,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fluid-attenuated-inversion-recovery","display_name":"Fluid-attenuated inversion recovery","score":0.82208747},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.630537}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.83388686},{"id":"https://openalex.org/C101070640","wikidata":"https://www.wikidata.org/wiki/Q3737215","display_name":"Fluid-attenuated inversion recovery","level":3,"score":0.82208747},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8112891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.74350935},{"id":"https://openalex.org/C146638467","wikidata":"https://www.wikidata.org/wiki/Q10529587","display_name":"Hyperintensity","level":3,"score":0.6949144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6420582},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.63560796},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.630537},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47466826},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44113994},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4349286},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.30616736},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16444895},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1380828},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09575021},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false}],"locations_count":4,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2024.108008","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://backend.orbit.dtu.dk/ws/files/360250639/1-s2.0-S0169260724000038-main.pdf","pdf_url":"https://backend.orbit.dtu.dk/ws/files/360250639/1-s2.0-S0169260724000038-main.pdf","source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":["Technical University of Denmark"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/516d55da-975e-47e2-9c2a-8a7db0d3ba58","pdf_url":"https://orbit.dtu.dk/files/360250639/1-s2.0-S0169260724000038-main.pdf","source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":["Technical University of Denmark"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38290291","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2024.108008","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321999","funder_display_name":"Lundbeckfonden","award_id":"R380-2021-1269"},{"funder":"https://openalex.org/F4320323195","funder_display_name":"Region Hovedstaden","award_id":null},{"funder":"https://openalex.org/F4320335149","funder_display_name":"Det Sundhedsvidenskabelige Fakultet, K\u00f8benhavns Universitet","award_id":"R186-2015-2138"}],"datasets":[],"versions":[],"referenced_works_count":28,"referenced_works":["https://openalex.org/W2018487516","https://openalex.org/W2069262623","https://openalex.org/W2141766660","https://openalex.org/W2301363727","https://openalex.org/W2612690371","https://openalex.org/W2620156419","https://openalex.org/W2908510526","https://openalex.org/W2944957424","https://openalex.org/W2964368638","https://openalex.org/W2975106114","https://openalex.org/W3012126194","https://openalex.org/W3016193455","https://openalex.org/W3112701542","https://openalex.org/W3136513189","https://openalex.org/W3138348198","https://openalex.org/W3175035631","https://openalex.org/W3178583964","https://openalex.org/W3185820546","https://openalex.org/W3191219235","https://openalex.org/W3207052280","https://openalex.org/W3216932077","https://openalex.org/W4221124597","https://openalex.org/W4288424379","https://openalex.org/W4292912545","https://openalex.org/W4312428231","https://openalex.org/W4318833700","https://openalex.org/W4319265489","https://openalex.org/W4320884143"],"related_works":["https://openalex.org/W4311541999","https://openalex.org/W4220972140","https://openalex.org/W3161120485","https://openalex.org/W2995760763","https://openalex.org/W2967497726","https://openalex.org/W2963248103","https://openalex.org/W2410003013","https://openalex.org/W2379997646","https://openalex.org/W2353149807","https://openalex.org/W2029274294"],"abstract_inverted_index":{"Reliable":[0],"detection":[1],"of":[2,13,31,56,91],"white":[3],"matter":[4],"hyperintensities":[5],"(WMH)":[6],"is":[7,35],"crucial":[8],"for":[9,87],"studying":[10],"the":[11,46,54,92],"impact":[12],"diffuse":[14],"white-matter":[15],"pathology":[16],"on":[17],"brain":[18],"health":[19],"and":[20,37,43,62],"monitoring":[21],"changes":[22],"in":[23,45,95],"WMH":[24,84],"load":[25],"over":[26],"time.":[27],"However,":[28],"manual":[29],"annotation":[30,47],"3D":[32],"high-dimensional":[33],"neuroimages":[34],"laborious":[36],"can":[38],"be":[39],"prone":[40],"to":[41,78],"biases":[42],"errors":[44],"procedure.":[48],"In":[49],"this":[50],"study,":[51],"we":[52,76],"evaluate":[53,79],"performance":[55],"deep":[57],"learning":[58],"(DL)":[59],"segmentation":[60,67],"tools":[61],"propose":[63],"a":[64,72,88,96],"novel":[65],"volumetric":[66],"model":[68],"incorporating":[69],"self-attention":[70],"via":[71],"transformer-based":[73],"architecture.":[74],"Ultimately,":[75],"aim":[77],"diverse":[80],"factors":[81],"that":[82],"influence":[83],"segmentation,":[85],"aiming":[86],"comprehensive":[89],"analysis":[90],"state-of-the-art":[93],"algorithms":[94],"broader":[97],"context.":[98]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4390726385","counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-01-20T22:58:35.802539","created_date":"2024-01-13"}