{"id":"https://openalex.org/W4415057770","doi":"https://doi.org/10.1007/978-3-032-08009-7_19","title":"Calibrated Self-supervised Vision Transformers Improve Intracranial Arterial Calcification Segmentation from\u00a0Clinical CT Head Scans","display_name":"Calibrated Self-supervised Vision Transformers Improve Intracranial Arterial Calcification Segmentation from\u00a0Clinical CT Head Scans","publication_year":2025,"publication_date":"2025-10-11","ids":{"openalex":"https://openalex.org/W4415057770","doi":"https://doi.org/10.1007/978-3-032-08009-7_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-08009-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08009-7_19","pdf_url":null,"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":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/493a7913-a835-4eb4-9a8a-16c6799e0a8c","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110929341","display_name":"Benjamin Jin","orcid":"https://orcid.org/0009-0006-2710-7248"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Benjamin Jin","raw_affiliation_strings":["Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK"],"raw_orcid":"https://orcid.org/0009-0006-2710-7248","affiliations":[{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015336511","display_name":"Grant Mair","orcid":"https://orcid.org/0000-0003-2189-443X"},"institutions":[{"id":"https://openalex.org/I1324252669","display_name":"NHS Lothian","ror":"https://ror.org/03q82t418","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1324252669"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Grant Mair","raw_affiliation_strings":["Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK","Neuroradiology, Department of Clinical Neurosciences, NHS Lothian, Edinburgh, UK"],"raw_orcid":"https://orcid.org/0000-0003-2189-443X","affiliations":[{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Neuroradiology, Department of Clinical Neurosciences, NHS Lothian, Edinburgh, UK","institution_ids":["https://openalex.org/I1324252669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004889443","display_name":"Joanna M. Wardlaw","orcid":"https://orcid.org/0000-0002-9812-6642"},"institutions":[{"id":"https://openalex.org/I4210126463","display_name":"UK Dementia Research Institute","ror":"https://ror.org/02wedp412","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210126463"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joanna M. Wardlaw","raw_affiliation_strings":["Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK","UK Dementia Research Institute, University of Edinburgh, Edinburgh, UK"],"raw_orcid":"https://orcid.org/0000-0002-9812-6642","affiliations":[{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"UK Dementia Research Institute, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025285051","display_name":"Mar\u00eda Vald\u00e9s Hern\u00e1ndez","orcid":"https://orcid.org/0000-0003-2771-6546"},"institutions":[{"id":"https://openalex.org/I4210126463","display_name":"UK Dementia Research Institute","ror":"https://ror.org/02wedp412","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210126463"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maria del C. Vald\u00e9s Hern\u00e1ndez","raw_affiliation_strings":["Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK","UK Dementia Research Institute, University of Edinburgh, Edinburgh, UK"],"raw_orcid":"https://orcid.org/0000-0003-2771-6546","affiliations":[{"raw_affiliation_string":"Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"UK Dementia Research Institute, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110929341"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"190","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9986000061035156,"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":0.9986000061035156,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.984000027179718,"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/segmentation","display_name":"Segmentation","score":0.626800000667572},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.6079000234603882},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.45010000467300415},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4235999882221222},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.39570000767707825},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.39250001311302185},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.38839998841285706},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.3246000111103058}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7511000037193298},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.626800000667572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6169000267982483},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.6079000234603882},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.45010000467300415},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4465999901294708},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4235999882221222},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39579999446868896},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.39570000767707825},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.39250001311302185},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.39149999618530273},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.38839998841285706},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.3246000111103058},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C77331912","wikidata":"https://www.wikidata.org/wiki/Q81095","display_name":"DICOM","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2987000048160553},{"id":"https://openalex.org/C105572291","wikidata":"https://www.wikidata.org/wiki/Q7002775","display_name":"Neurovascular bundle","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C2776127602","wikidata":"https://www.wikidata.org/wiki/Q5038319","display_name":"Cardiac imaging","level":2,"score":0.2840000092983246},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.28360000252723694},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.2799000144004822},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.2732999920845032},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.25450000166893005}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-032-08009-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08009-7_19","pdf_url":null,"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":"pmh:oai:pure.ed.ac.uk:openaire/493a7913-a835-4eb4-9a8a-16c6799e0a8c","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/493a7913-a835-4eb4-9a8a-16c6799e0a8c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"},{"id":"pmh:oai:arXiv.org:2507.01744","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.01744","pdf_url":"https://arxiv.org/pdf/2507.01744","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:openaire/493a7913-a835-4eb4-9a8a-16c6799e0a8c","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/493a7913-a835-4eb4-9a8a-16c6799e0a8c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4761808911","display_name":null,"funder_award_id":"G0400069","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G5080028733","display_name":null,"funder_award_id":"SA L-SMP 18\\1000","funder_id":"https://openalex.org/F4320325828","funder_display_name":"Edith Murphy Foundation"},{"id":"https://openalex.org/G6099410893","display_name":"DTP Bid Led by University of Edinburgh","funder_award_id":"MR/W006804/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G7372372240","display_name":null,"funder_award_id":"BROD.FID3668413","funder_id":"https://openalex.org/F4320313334","funder_display_name":"Mrs Gladys Row Fogo Charitable Trust"},{"id":"https://openalex.org/G7944822419","display_name":null,"funder_award_id":"MRC G0400069","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320313334","display_name":"Mrs Gladys Row Fogo Charitable Trust","ror":null},{"id":"https://openalex.org/F4320317015","display_name":"Alzheimer's Society","ror":"https://ror.org/0472gwq90"},{"id":"https://openalex.org/F4320325828","display_name":"Edith Murphy Foundation","ror":null},{"id":"https://openalex.org/F4320329730","display_name":"UK Dementia Research Institute","ror":"https://ror.org/02wedp412"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1953169493","https://openalex.org/W2127272421","https://openalex.org/W2153785016","https://openalex.org/W2213019825","https://openalex.org/W2535388113","https://openalex.org/W2584902370","https://openalex.org/W2624371915","https://openalex.org/W2942659917","https://openalex.org/W3014974815","https://openalex.org/W3094502228","https://openalex.org/W3112701542","https://openalex.org/W3137561054","https://openalex.org/W3173719354","https://openalex.org/W3211983881","https://openalex.org/W4211134725","https://openalex.org/W4221148504","https://openalex.org/W4280490805","https://openalex.org/W4300424419","https://openalex.org/W4310749506","https://openalex.org/W4379261327","https://openalex.org/W4380992741","https://openalex.org/W4385952035","https://openalex.org/W4387097633","https://openalex.org/W4403067601","https://openalex.org/W4403717253","https://openalex.org/W4415086009","https://openalex.org/W6921613802"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-11T00:00:00"}
