{"id":"https://openalex.org/W4406735532","doi":"https://doi.org/10.48550/arxiv.2501.11428","title":"Enhancing Coronary Artery Calcium Scoring via Multi-Organ Segmentation on Non-Contrast Cardiac Computed Tomography","display_name":"Enhancing Coronary Artery Calcium Scoring via Multi-Organ Segmentation on Non-Contrast Cardiac Computed Tomography","publication_year":2025,"publication_date":"2025-01-20","ids":{"openalex":"https://openalex.org/W4406735532","doi":"https://doi.org/10.48550/arxiv.2501.11428"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2501.11428","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.11428","pdf_url":"https://arxiv.org/pdf/2501.11428","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2501.11428","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041796575","display_name":"Jakub Nalepa","orcid":"https://orcid.org/0000-0002-4026-1569"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nalepa, Jakub","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009197536","display_name":"Tomasz Bartczak","orcid":"https://orcid.org/0009-0003-3168-2243"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bartczak, Tomasz","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017535733","display_name":"Mariusz Bujny","orcid":"https://orcid.org/0000-0003-4058-3784"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bujny, Mariusz","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034196856","display_name":"Jaros\u0142aw Go\u015bli\u0144ski","orcid":"https://orcid.org/0000-0002-1917-038X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Go\u015bli\u0144ski, Jaros\u0142aw","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089496341","display_name":"Katarzyna Jesionek","orcid":"https://orcid.org/0000-0003-4117-0076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jesionek, Katarzyna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035343668","display_name":"Wojciech Malara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Malara, Wojciech","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030492038","display_name":"Filip Malawski","orcid":"https://orcid.org/0000-0003-0796-1253"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Malawski, Filip","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055318669","display_name":"Karol Miszalski\u2010Jamka","orcid":"https://orcid.org/0000-0002-9111-3785"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miszalski-Jamka, Karol","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115997415","display_name":"Patrycja Rewa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rewa, Patrycja","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5061813834","display_name":"Marcin Kostur","orcid":"https://orcid.org/0000-0001-7239-2216"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kostur, Marcin","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5041796575"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9984999895095825,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.991100013256073,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9223999977111816,"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/coronary-artery-calcium","display_name":"Coronary artery calcium","score":0.7089069485664368},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.6536664366722107},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5815697312355042},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.5492307543754578},{"id":"https://openalex.org/keywords/artery","display_name":"Artery","score":0.5165161490440369},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5154224634170532},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.5036808848381042},{"id":"https://openalex.org/keywords/calcium","display_name":"Calcium","score":0.4781297743320465},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4754469096660614},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.45278897881507874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2016424834728241},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19112974405288696}],"concepts":[{"id":"https://openalex.org/C2994533308","wikidata":"https://www.wikidata.org/wiki/Q5629407","display_name":"Coronary artery calcium","level":3,"score":0.7089069485664368},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.6536664366722107},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5815697312355042},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.5492307543754578},{"id":"https://openalex.org/C2776820930","wikidata":"https://www.wikidata.org/wiki/Q9655","display_name":"Artery","level":2,"score":0.5165161490440369},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5154224634170532},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.5036808848381042},{"id":"https://openalex.org/C519063684","wikidata":"https://www.wikidata.org/wiki/Q706","display_name":"Calcium","level":2,"score":0.4781297743320465},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4754469096660614},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.45278897881507874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2016424834728241},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19112974405288696}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2501.11428","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.11428","pdf_url":"https://arxiv.org/pdf/2501.11428","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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"},{"id":"doi:10.48550/arxiv.2501.11428","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2501.11428","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2501.11428","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.11428","pdf_url":"https://arxiv.org/pdf/2501.11428","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4406735532.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2069592018","https://openalex.org/W2075740387","https://openalex.org/W2358990940","https://openalex.org/W2093931120","https://openalex.org/W2329812990","https://openalex.org/W2349116365","https://openalex.org/W3021708704","https://openalex.org/W2004231473","https://openalex.org/W2060895226","https://openalex.org/W2998542275"],"abstract_inverted_index":{"Despite":[0],"coronary":[1,53,76,165],"artery":[2,54,166],"calcium":[3,55],"scoring":[4,56],"being":[5],"considered":[6],"a":[7,36,96],"largely":[8],"solved":[9],"problem":[10],"within":[11],"the":[12,30,41,46,62,70,84,92,100,112,119,123,139,143,147,150,154,158],"realm":[13],"of":[14,39,61,73,99,114,122,146,157],"medical":[15],"artificial":[16],"intelligence,":[17],"this":[18,89],"paper":[19,47,93],"argues":[20],"that":[21],"significant":[22],"improvements":[23],"can":[24,103],"still":[25],"be":[26],"made.":[27],"By":[28],"shifting":[29],"focus":[31],"from":[32],"pathology":[33],"detection":[34],"to":[35,105,178],"deeper":[37],"understanding":[38,98],"anatomy,":[40],"novel":[42],"algorithm":[43,159],"proposed":[44,124],"in":[45,52,69,75,111,160],"both":[48],"achieves":[49],"high":[50],"accuracy":[51,121],"and":[57,108,171],"offers":[58],"enhanced":[59],"interpretability":[60],"results.":[63],"This":[64],"approach":[65],"not":[66],"only":[67],"aids":[68],"precise":[71],"quantification":[72],"calcifications":[74],"arteries,":[77],"but":[78],"also":[79],"provides":[80],"valuable":[81],"insights":[82],"into":[83],"underlying":[85],"anatomical":[86],"structures.":[87],"Through":[88],"anatomically-informed":[90],"methodology,":[91],"shows":[94],"how":[95],"nuanced":[97],"heart's":[101],"anatomy":[102],"lead":[104],"more":[106],"accurate":[107],"interpretable":[109],"results":[110,137],"field":[113],"cardiovascular":[115],"health.":[116],"We":[117],"demonstrate":[118],"superior":[120],"method":[125],"by":[126],"evaluating":[127],"it":[128],"on":[129],"an":[130],"open-source":[131],"multi-vendor":[132],"dataset,":[133],"where":[134],"we":[135],"obtain":[136],"at":[138],"inter-observer":[140],"level,":[141],"surpassing":[142],"current":[144],"state":[145],"art.":[148],"Finally,":[149],"qualitative":[151],"analyses":[152],"show":[153],"practical":[155],"value":[156],"such":[161],"tasks":[162],"as":[163],"labeling":[164],"calcifications,":[167,170],"identifying":[168],"aortic":[169],"filtering":[172],"out":[173],"false":[174],"positive":[175],"detections":[176],"due":[177],"noise.":[179]},"counts_by_year":[],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}